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E.\"],\"key\":\"Cosgrove2016mds_reactiontime\",\"id\":\"Cosgrove2016mds_reactiontime\",\"bibbaseid\":\"cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016\",\"role\":\"author\",\"urls\":{\" poster\":\"https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease\"},\"metadata\":{\"authorlinks\":{\"lones, m\":\"https://www.macs.hw.ac.uk/~ml355/publications.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Alty\"],\"firstnames\":[\"J.\",\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lones\"],\"firstnames\":[\"M.\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Duggan-Carter\"],\"firstnames\":[\"P.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Turner\"],\"firstnames\":[\"A.\",\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cosgrove\"],\"firstnames\":[\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jamieson\"],\"firstnames\":[\"D.\",\"R.\",\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Smith\"],\"firstnames\":[\"S.\",\"L.\"],\"suffixes\":[]}],\"title\":\"Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results\",\"booktitle\":\"International Parkinson and Movement Disorders Society 20th Congress\",\"address\":\"York, UK\",\"year\":\"2014\",\"url_poster\":\"https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results\",\"bibtex\":\"@InProceedings{Alty2014parkinsonsuk,\\n  author    = {Alty, J. E. and Lones, M. A. and Duggan-Carter, P. and Turner, A. J. and Cosgrove, J. and Jamieson, D. R. S. and Smith, S. L.},\\n  title     = {Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results},\\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\\n  address   = {York, UK},\\n  year      = {2014},\\n  url_Poster= {https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results},\\n}\\n\\n\",\"author_short\":[\"Alty, J. E.\",\"Lones, M. A.\",\"Duggan-Carter, P.\",\"Turner, A. J.\",\"Cosgrove, J.\",\"Jamieson, D. R. S.\",\"Smith, S. L.\"],\"key\":\"Alty2014parkinsonsuk\",\"id\":\"Alty2014parkinsonsuk\",\"bibbaseid\":\"alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014\",\"role\":\"author\",\"urls\":{\" poster\":\"https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results\"},\"metadata\":{\"authorlinks\":{\"lones, m\":\"https://www.macs.hw.ac.uk/~ml355/publications.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Alty\"],\"firstnames\":[\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lacy\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jamieson\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Possin\"],\"firstnames\":[\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schuff\"],\"firstnames\":[\"N.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lones\"],\"firstnames\":[\"M.\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Smith\"],\"firstnames\":[\"S.\",\"L.\"],\"suffixes\":[]}],\"title\":\"The sequence effect is not a defining characteristic of Parkinson's disease\",\"booktitle\":\"XXI World Congress of Neurology\",\"address\":\"Vienna, Austria\",\"year\":\"2013\",\"url_link\":\"http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract\",\"url_poster\":\"https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period\",\"note\":\"Published in Journal of the Neurological Sciences 333, e118\",\"bibtex\":\"@InProceedings{Alty2013sequenceeffect,\\n  author    = {Alty, J. and Lacy, S. and Jamieson, S. and Possin, K. and Schuff, N. and Lones, M. A. and Smith, S. L.},\\n  title     = {The sequence effect is not a defining characteristic of Parkinson's disease},\\n  booktitle = {XXI World Congress of Neurology},\\n  address   = {Vienna, Austria},\\n  year      = {2013},\\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract},\\n  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},\\n  note      = {Published in Journal of the Neurological Sciences 333, e118}\\n}\\n\\n\",\"author_short\":[\"Alty, J.\",\"Lacy, S.\",\"Jamieson, S.\",\"Possin, K.\",\"Schuff, N.\",\"Lones, M. A.\",\"Smith, S. L.\"],\"key\":\"Alty2013sequenceeffect\",\"id\":\"Alty2013sequenceeffect\",\"bibbaseid\":\"alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013\",\"role\":\"author\",\"urls\":{\" link\":\"http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract\",\" poster\":\"https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period\"},\"metadata\":{\"authorlinks\":{\"lones, m\":\"https://www.macs.hw.ac.uk/~ml355/publications.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Alty\"],\"firstnames\":[\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lones\"],\"firstnames\":[\"M.\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jamieson\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Possin\"],\"firstnames\":[\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Schuff\"],\"firstnames\":[\"N.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lacy\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Smith\"],\"firstnames\":[\"S.\",\"L.\"],\"suffixes\":[]}],\"title\":\"Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period\",\"booktitle\":\"XXI World Congress of Neurology\",\"address\":\"Vienna, Austria\",\"year\":\"2013\",\"url_link\":\"http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract\",\"note\":\"Published in Journal of the Neurological Sciences 333, e118-e119\",\"bibtex\":\"@InProceedings{Alty2013bradykinesia,\\n  author    = {Alty, J. and Lones, M. A. and Jamieson, S. and Possin, K. and Schuff, N. and Lacy, S. and Smith, S. L.},\\n  title     = {Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period},\\n  booktitle = {XXI World Congress of Neurology},\\n  address   = {Vienna, Austria},\\n  year      = {2013},\\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract},\\n  note      = {Published in Journal of the Neurological Sciences 333, e118-e119}\\n}\\n\\n\",\"author_short\":[\"Alty, J.\",\"Lones, M. A.\",\"Jamieson, S.\",\"Possin, K.\",\"Schuff, N.\",\"Lacy, S.\",\"Smith, S. L.\"],\"key\":\"Alty2013bradykinesia\",\"id\":\"Alty2013bradykinesia\",\"bibbaseid\":\"alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013\",\"role\":\"author\",\"urls\":{\" link\":\"http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract\"},\"metadata\":{\"authorlinks\":{\"lones, m\":\"https://www.macs.hw.ac.uk/~ml355/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Alty\"],\"firstnames\":[\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jamieson\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lones\"],\"firstnames\":[\"M.\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Smith\"],\"firstnames\":[\"S.\",\"L.\"],\"suffixes\":[]}],\"title\":\"How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson's disease using novel non-invasive devices\",\"booktitle\":\"16th International Congress of Parkinson's Disease and Movement Disorders\",\"address\":\"Dublin, Ireland\",\"year\":\"2012\",\"url_link\":\"http://www.mdsabstracts.com/abstract.asp?MeetingID=787&id=99373\",\"url_poster\":\"https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices\",\"note\":\"Published in Movement Disorders 27 Suppl 1:291\",\"bibtex\":\"@InProceedings{Alty2012bradykinesia,\\n  author    = {Alty, J. and Jamieson, S. and Lones, M. A. and Smith, S. L.},\\n  title     = {How Slow Is Too Slow? 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This approach has the advantage that a component's behaviour is expressed in a way that is independent of any particular program it finds itself within; and thereby overcomes the problem when using conventional program representations whereby program components lose their behavioural context following recombination. More generally, this implicit context representation leads to a process of meaningful variation filtering; whereby inappropriate change induced by variation operators can be wholly or partially ignored. This occurs as a consequence of program behaviours emerging from the self-organisation of program components, ignoring those components which do not fit the contexts declared by the other components within the program. This process results in gradual change within the behaviour of a program during evolution. This thesis also presents results which show that implicit context representation leads to better size evolution characteristics than conventional genetic programming; and that functional redundancy and Lamarckian reinforcement learning both improve evolutionary search, agreeing with previous research by other authors.\",\"bibtex\":\"@PhdThesis{lones2003thesis,\\n  author =       {Michael A. Lones},\\n  title =        {Enzyme Genetic Programming: Modelling Biological\\n                 Evolvability in Genetic Programming},\\n  school =       {The University of York},\\n  year =         {2003},\\n  address =      {Heslington, York, YO10 5DD, UK},\\n  month =        {sep},\\n  keywords =     {genetic algorithms, genetic programming, evolvability,\\n                 representation, self-organisation, biological\\n                 modelling},\\n  URL =          {http://www-users.york.ac.uk/~mal503/common/thesis/main.html},\\n  size =         {200 pages},\\n  abstract =     {This thesis introduces a new approach to program\\n                 representation in genetic programming in which\\n                 interactions between program components are expressed\\n                 in terms of a component's behaviour rather through its\\n                 relative position within a representation or through\\n                 other non-behavioural systems of reference. This\\n                 approach has the advantage that a component's behaviour\\n                 is expressed in a way that is independent of any\\n                 particular program it finds itself within; and thereby\\n                 overcomes the problem when using conventional program\\n                 representations whereby program components lose their\\n                 behavioural context following recombination. More\\n                 generally, this implicit context representation leads\\n                 to a process of meaningful variation filtering; whereby\\n                 inappropriate change induced by variation operators can\\n                 be wholly or partially ignored. This occurs as a\\n                 consequence of program behaviours emerging from the\\n                 self-organisation of program components, ignoring those\\n                 components which do not fit the contexts declared by\\n                 the other components within the program. This process\\n                 results in gradual change within the behaviour of a\\n                 program during evolution. This thesis also presents\\n                 results which show that implicit context representation\\n                 leads to better size evolution characteristics than\\n                 conventional genetic programming; and that functional\\n                 redundancy and Lamarckian reinforcement learning both\\n                 improve evolutionary search, agreeing with previous\\n                 research by other authors.},\\n}\\n\\n\",\"author_short\":[\"Lones, M. 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  title={Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection},
  author={Kostas, Kahraman and Just, Mike and Lones, Michael A},
  journal={IEEE Networking Letters},
  year={2025},
  publisher={IEEE},
  doi={https://doi.org/10.1109/LNET.2025.3525901}
}



@inproceedings{ElShimy2025_SSL_pretraining_capsnets,
  title={Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges},
  author={El-Shimy, Heba and Zantout, Hind and Lones, Michael A and Gayar, Neamat El},
  booktitle={9th International Conference on Information System Design & Intelligent Applications (ISDIA 2025)},
  year={2025},
}



@article{Lones2024_avoiding_ML_pitfalls,
  title={Avoiding common machine learning pitfalls},
  author={Lones, Michael A},
  journal={Patterns},
  volume={5},
  number={10},
  pages={101046},
  year={2024},
  doi={https://doi.org/10.1016/j.patter.2024.101046}
}



@article{Kapoor2024_reforms,
  title={Reforms: Consensus-based recommendations for machine-learning-based science},
  author={Kapoor, Sayash and Cantrell, Emily M and Peng, Kenny and Pham, Thanh Hien and Bail, Christopher A and Gundersen, Odd Erik and Hofman, Jake M and Hullman, Jessica and Lones, Michael A and Malik, Momin M and others},
  journal={Science Advances},
  volume={10},
  number={18},
  pages={eadk3452},
  year={2024},
  doi={https://doi.org/10.1126/sciadv.adk3452}
}



@inproceedings{Kumar2024_llms_feedback_student_programmers,
  title={Investigating the Proficiency of Large Language Models in Formative Feedback Generation for Student Programmers},
  author={S Kumar, Smitha and Adam Lones, Michael and Maarek, Manuel and Zantout, Hind},
  booktitle={Proceedings of the 1st International Workshop on Large Language Models for Code},
  pages={88--93},
  year={2024},
  doi={https://doi.org/10.1145/3643795.3648380}
}



@article{lones2024why,
    author = {Michael Lones},
    title = {Why Doesn’t My Model Work?},
    journal = {The Gradient},
    year = {2024},
    url = {https://thegradient.pub/why-doesnt-my-model-work}
}



@InCollection{Lones2023_eml_in_medicine,
  title={Evolutionary Machine Learning in Medicine},
  author={Lones, Michael A. and Smith, Stephen L.},
  booktitle={Handbook of Evolutionary Machine Learning},
  pages={591--609},
  editor={Banzhaf, Wolfgang and Machado, Penousal and Zhang, Mengjie},
  year={2023},
  publisher={Springer},
  doi={10.1007/978-981-99-3814-8_20}
}



@inproceedings{Muzaffar2023_droiddissector,
  title={DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection},
  author={Muzaffar, Ali and Ragab Hassen, Hani and Zantout, Hind and Lones, Michael A.},
  booktitle={Proceedings of the International Conference on Applied CyberSecurity (ACS) 2023},
  pages={3--9},
  year={2023},
  organization={Springer},
  doi={10.1007/978-3-031-40598-3_1}
}



@inproceedings{ElShimy2022_capsule_nets_medical,
  title={A Review of Capsule Networks in Medical Image Analysis},
  author={El-Shimy, Heba and Zantout, Hind and Lones, Michael A. and El Gayar, Neamat},
  booktitle={Proceedings of the IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) 2022},
  pages={65--80},
  year={2022},
  organization={Springer},
  doi={10.1007/978-3-031-20650-4_6}
}



@Article{Lopes2022_plosglobalpublichealth_natal,
  author    = {Lopes, P. and Wellacott, L. and de Almeida, L. and Villavicencio, L. M. M. and de Lucena Moreira, A. L. and Andrade, D. S. and de Sousa, R. K. R. and de Souza Silva, P. and Lima, L. and Lones, M. A. and do Nascimento Jr., J.-D. and Vargas, P. A. and Moioli, R. C. and Figuerola, W. B. and Rennó-Costa, C.},
  title     = {Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal},
  journal   = {PLOS Global Public Health},
  year      = {2022},
  number    = {10},
  pages     = {e0000540},
  doi       = {10.1371/journal.pgph.0000540}
}



@InProceedings{Kienitz2022_accv_comparing_complexities,
  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},
  title     = {Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach},
  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV 2022)},
  year      = {2022},
  pages     = {4495--4513},
  doi       = {10.1007/978-3-031-26351-4_38}
}



@Article{Muzaffar2022_machine_learning_android_malware_detection,
  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},
  title     = {An in-depth review of machine learning based Android malware detection},
  journal   = {Computers \& Security},
  year      = {2022},
  volume    = {121},
  pages     = {102833},
  doi       = {10.1016/j.cose.2022.102833}
}



@InProceedings{Garrow2022_why_functional_programming_matters,
  author    = {F. Garrow and M. A. Lones and R. Stewart},
  title     = {Why Functional Program Synthesis Matters (In the Realm of Genetic Programming)},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  year      = {2022},
  pages     = {1844--1853},
  publisher = {ACM},
  doi       = {10.1145/3520304.3534045}
}



@Article{Kostas2022_IoTDevID,
  author    = {Kostas, K. and Just, M. and Lones, M. A.},
  title     = {IoTDevID: A Behavior-Based Device Identification Method for the IoT},
  journal   = {IEEE Internet of Things Journal},
  year      = {2022},
  volume    = {9},
  number    = {23},
  pages     = {23741--23749},
  doi       = {10.1109/JIOT.2022.3191951}
}



@InProceedings{Muzaffar2021_android_malware_feature_selection,
  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},
  title     = {Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models},
  booktitle = {Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021},
  series    = {Lecture Notes in Networks and Systems},
  Volume    = {378},
  year      = {2022},
  publisher = {Springer},
  doi       = {10.1007/978-3-030-95918-0_1},
}



@InProceedings{Kienitz2022_aaai_manifold_entanglement,
  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},
  title     = {The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning},
  booktitle = {Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence},
  year      = {2022},
  pages     = {7160--7167},
  publisher = {AAAI Press},
  doi       = {10.1609/aaai.v36i7.20676}
}



@Article{Lones2021_evolving_continuous_optimisers,
  author    = {Lones, M. A.},
  title     = {Evolving continuous optimisers from scratch},
  journal   = {Genetic Programming and Evolvable Machines},
  volume    = {22},
  pages     = {395--428},
  year      = {2021},
  doi       = {10.1007/s10710-021-09414-8}
}



@Article{Alissa2021_parkinsons_cnn,
  author    = {Alissa, M. and Lones, M. A. and Cosgrove, J. and Alty, J. and Jamieson, S. and Smith, S. L. and Vallejo, M.},
  title     = {Parkinson’s Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks},
  journal   = {Neural Computing and Applications},
  note      = {in press},
  year      = {2021},
  doi       = {10.1007/s00521-021-06469-7}
}



@Article{Ranieri2021_parkinsons_marmoset_model,
  author    = {Ranieri, C. M and Pimentel, J. M. and Romano, M. and Elias, L. and Romero, R. A. F. and Lones, M. A. and Araujo, M. F. P. and Vargas, P. A. and Moioli, R. C.},
  title     = {A data-driven biophysical computational model of Parkinson's Disease based on marmoset monkeys},
  journal   = {IEEE Access},
  volume    = {9},
  pages     = {122548--122567},
  year      = {2021},
  doi       = {10.1109/ACCESS.2021.3108682}
}



@Article{Cosgrove2021_parkinsons_visual_feedback,
  author    = {Cosgrove, J. and Hinder, M. R and St George, R. and Picardi, C. and Smith, S. L and Lones, M. A. and Jamieson, S. and Alty, J.},
  title     = {Significant cognitive decline in Parkinson's disease exacerbates the reliance on visual feedback during upper limb reaches},
  journal   = {Neuropsychologica},
  volume    = {157},
  pages     = {107885},
  year      = {2021},
  doi       = {10.1016/j.neuropsychologia.2021.107885}
}



@InProceedings{Bartoszewski2021_insider_threats,
  author    = {Bartoszewski, F. and Just, M. and Lones, M. A. and Mandrychenko, O.},
  title     = {Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles},
  booktitle = {ICT Systems Security and Privacy Protection (SEC 2021)},
  series    = {IFIP Advances in Information and Communication Technology},
  Volume    = {625},
  year      = {2021},
  publisher = {Springer},
  doi       = {10.1007/978-3-030-78120-0_24},
  url       = {https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf}
}



@InProceedings{Shenoy2021_RNNs_parkinsons,
  author    = {Shenoy, A. and Lones, M. A. and Smith, S. L. and Vallejo, M.},
  title     = {Evaluation of recurrent neural network models for Parkinson's disease classification using drawing data},
  booktitle = {43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021)},
  year      = {2021},
  publisher = {IEEE},
  note      = {in press}
}



@Article{Hughes2020_parkinsons_zebrafish_ML,
  author    = {Hughes, G. L. and Lones, M. A. and Bedder, M. and Currie, P. D. and Smith, S. L. and Pownall, M. E.},
  title     = {Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease},
  journal   = {Disease Models {\&} Mechanisms},
  volume    = {13},
  pages     = {dmm045815},
  year      = {2020},
  doi       = {10.1242/dmm.045815}
}



@InProceedings{BenhalemLones2019_neural_guided_pso,
  author    = {Benhalem, Amani M. and Lones, Michael Adam},
  title     = {Neural-Guided Particle Swarm Optimization},
  booktitle = {Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020)},
  year      = {2020},
  publisher = {IEEE},
  doi       = {10.1109/CEC48606.2020.9185700},
  url       = {https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf}
}



@InProceedings{Duncan2020_relative_robustness_qnns,
  author    = {Duncan, K. and Komendantskaya, E. and Stewart, R. and Lones, M. A.},
  title     = {Relative Robustness of Quantized Neural Networks Against Adversarial Attacks},
  booktitle = {Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN 2020)},
  year      = {2020},
  publisher = {IEEE},
  doi       = {10.1109/CEC48606.2020.9185700},
  url       = {https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf}
}



@Article{TaouLones2020_tcbb_rbncontrol,
  author = {Taou, Nadia and Lones, Michael Adam},
  title = {Optimising Boolean Synthetic Regulatory Networks to Control Cell States},
  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  year = {2021},
  volume = {18},
  number = {6},
  pages = {2649--2658},
  url_Link  = {https://doi.org/10.1109/TCBB.2020.2973636},
  url = {https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf},
}



@InProceedings{Lones2019arxiv_optimising_optimisers,
  author    = {Lones, Michael Adam},
  title     = {Optimising Optimisers with Push GP},
  booktitle = {Proceedings of the 2020 European Conference on Genetic Programming (EuroGP)},
  year      = {2020},
  url_Link  = {https://arxiv.org/abs/1910.00945},
  volume    = {12101},
  series    = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn      = {9783030440947},
  doi       = {10.1007/978-3-030-44094-7_7},
}



@InProceedings{Lones2019gecco_pushgp_local_optimisers,
  author    = {Lones, Michael Adam},
  title     = {Instruction-Level Design of Local Optimisers using Push GP},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2019), Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA)},
  year      = {2019},
  publisher = {ACM},
  doi       = {10.1145/3319619.3326806},
  url_Link  = {https://arxiv.org/abs/1905.10245},
}



@Article{Lones2019_mitigating_metaphors,
  author = {Lones, Michael Adam},
  title = {Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms},
  journal = {SN Computer Science},
  year = {2020},
  volume = {1},
  pages = {49},
  url_Link  = {https://doi.org/10.1007/s42979-019-0050-8},
  url = {https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf},
}



@Article{Turner2019biosystems_complex_traits,
	author	= {Turner, Alexander and Tyrrell, Andrew and Trefzer, Martin and Lones, Michael},
	title	= {Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks},
	journal	= {BioSystems},
	year	= {2019},
	month	= {Feb},
	volume	= {176},
	pages	= {17--26},
	doi	= {10.1016/j.biosystems.2018.12.001}
}



@Article{Gao2018transneuro_bradykinesia,
	author	= {Gao, Chao and Smith, Stephen and Lones, Michael and Jamieson, Stuart and Alty, Jane and Cosgrove, Jeremy and Zhang, Pingchen and Liu, Jin and Chen, Yimeng and Du, Juanjuan and Cui, Shishuang and Zhou, Haiyan and Chen, Shengdi},
	title	= {Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation},
	journal	= {Translational Neurodegeneration},
	year	= {2018},
	month	= {Aug},
	volume	= {7},
	pages	= {18},
	doi	    = {10.1186/s40035-018-0124-x}
}



@InCollection{CorneLones2018evolutionary_algorithms,
  author    = {Corne, David W. and Lones, Michael A.},
  title     = {Evolutionary algorithms},
  booktitle = {Handbook of Heuristics},
  editor    = {Mart{\'i}, R. and Panos, P. and Resende, M.},
  year      = {2018},
  publisher = {Springer},
  doi       = {10.1007/978-3-319-07153-4_27-1},
  url_Link  = {https://arxiv.org/abs/1805.11014}
}



@Article{Taou2018jocs_booleannets,
  author    = {Taou, N. S. and Corne, D. W., and Lones, Michael A.},
  title     = {Investigating the use of Boolean Networks for the Control of Gene Regulatory Networks},
  journal   = {Journal of Computational Science},
  volume    = {26},
  pages     = {147-156},
  year      = {2018},
  doi       = {10.1016/j.jocs.2018.04.012},
}



@Article{GalaDePablo2018jors_fingerprint_colorectal,
  author    = {Gala de Pablo, J. and Armistead, F. J. and Peyman, S. A. and Bonthron, D. and Lones, M. A. and Smith, S. L. and Evans, S. D.},
  title     = {Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy},
  journal   = {Journal of Raman Spectroscopy},
  year      = {2018},
  doi       = {10.1002/jrs.5389},
}



@InProceedings{Taou2018eurogp,
  author    = {Taou, Nadia Solime and Lones, Michael Adam},
  title     = {Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States},
  booktitle = {Proceedings of the 2018 European Conference on Genetic Programming (EuroGP)},
  year      = {2018},
  volume    = {10781},
  series    = {Lecture Notes in Computer Science},
  pages     = {151-165},
  publisher = {Springer},
  isbn      = {9783319775524},
  doi       = {10.1007/978-3-319-77553-1_10},
}



@Article{Lacy2018medinai_esn_parkinsons,
  author    = {Lacy, S. and Smith, Stephen L. and Lones, Michael A.},
  title     = {Using Echo State Networks for Classification: A Case Study in Parkinson’s Disease Diagnosis},
  journal   = {Artificial Intelligence in Medicine},
  year      = {2018},
  volume    = {86},
  pages     = {53-59},
  doi       = {10.1016/j.artmed.2018.02.002},
}



@InCollection{Smith2017cgp_medical,
  author    = {Smith, Stephen L. and Lones, Michael A.},
  editor    = {Stepney, Susan and Adamatzky, Andrew},
  title     = {Medical Applications of Cartesian Genetic Programming},
  booktitle = {Inspired by Nature},
  year      = {2017},
  publisher = {Springer},
  pages     = {247-266},
  isbn      = {978-3-319-67997-6},
  doi       = {10.1007/978-3-319-67997-6_12},
  url       = {https://doi.org/10.1007/978-3-319-67997-6_12}
}




@Article{Lones2017jocs_dyskinesia,
  author    = {Lones, Michael A. and Alty, Jane E. and Cosgrove, Jeremy and Duggan-Carter, Philippa and Jamieson, Stuart and Naylor, Rebecca F. and Turner, Andrew J. and Smith, Stephen L.},
  title     = {A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia},
  journal   = {Journal of Medical Systems},
  year      = {2017},
  volume    = {41},
  number    = {11},
  pages     = {176},
  issn      = {1573-689X},
  doi       = {10.1007/s10916-017-0811-7},
  url       = {https://doi.org/10.1007/s10916-017-0811-7}
}



@InProceedings{Harris2015ahns,
  author    = {A. T. Harris and M. A. Lones and J. Wilson and N. Upile and S. C. Leong and T. H. J. Lesser},
  title     = {A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma},
  booktitle = {American Head and Neck Society Annual Meeting},
  year      = {2015},
  url_Link  = {http://ahns.jnabstracts.com/2015/Detail?ID=65584}
}



@InCollection {Lones2016computing_with_agrns,
  title     = {Computing with Artificial Gene Regulatory Networks},
  author    = {Lones, Michael A.},
  publisher = {John Wiley & Sons, Inc.},
  doi       = {10.1002/9781119079453.ch15},
  pages     = {398-424},
  booktitle = {Evolutionary Computation in Gene Regulatory Network Research},
  editor    = {Iba, Hitoshi and Noman, Nasimul},
  year      = {2016},
}



@InProceedings{Alty2016mds_homemonitoring,
  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},
  title     = {Developing a new home monitoring device for dyskinesia in Parkinson's disease},
  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},
  address   = {Berlin, Germany},
  year      = {2016},
  url_Link  = {http://www.mdsabstracts.org/abstract/developing-a-new-home-monitoring-device-for-dyskinesia-in-parkinsons-disease/},
  url_Poster= {https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf},
  note      = {Published in Movement Disorders 31 Suppl 2}
}



@InProceedings{Alty2016mds_fingertapping,
  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},
  title     = {Clinically `slight' bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping},
  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},
  address   = {Berlin, Germany},
  year      = {2016},
  url_Link  = {http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/},
  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},
  note      = {Published in Movement Disorders 31 Suppl 2}
}



@InProceedings{Cosgrove2016mds_reaching,
  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},
  title     = {How does cognition affect reaching in Parkinson's disease?},
  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},
  address   = {Berlin, Germany},
  year      = {2016},
  url_Poster= {https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease},
  note      = {Published in Movement Disorders 31 Suppl 2}
}



@InProceedings{Cosgrove2016mds_reactiontime,
  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},
  title     = {Investigating the relationship between reaction time and cognition in Parkinson's disease},
  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},
  address   = {Berlin, Germany},
  year      = {2016},
  url_Poster= {https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease},
  note      = {Published in Movement Disorders 31 Suppl 2}
}



@InProceedings{Alty2014parkinsonsuk,
  author    = {Alty, J. E. and Lones, M. A. and Duggan-Carter, P. and Turner, A. J. and Cosgrove, J. and Jamieson, D. R. S. and Smith, S. L.},
  title     = {Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results},
  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},
  address   = {York, UK},
  year      = {2014},
  url_Poster= {https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results},
}



@InProceedings{Alty2013sequenceeffect,
  author    = {Alty, J. and Lacy, S. and Jamieson, S. and Possin, K. and Schuff, N. and Lones, M. A. and Smith, S. L.},
  title     = {The sequence effect is not a defining characteristic of Parkinson's disease},
  booktitle = {XXI World Congress of Neurology},
  address   = {Vienna, Austria},
  year      = {2013},
  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract},
  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},
  note      = {Published in Journal of the Neurological Sciences 333, e118}
}



@InProceedings{Alty2013bradykinesia,
  author    = {Alty, J. and Lones, M. A. and Jamieson, S. and Possin, K. and Schuff, N. and Lacy, S. and Smith, S. L.},
  title     = {Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period},
  booktitle = {XXI World Congress of Neurology},
  address   = {Vienna, Austria},
  year      = {2013},
  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract},
  note      = {Published in Journal of the Neurological Sciences 333, e118-e119}
}



@InProceedings{Alty2012bradykinesia,
  author    = {Alty, J. and Jamieson, S. and Lones, M. A. and Smith, S. L.},
  title     = {How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson's disease using novel non-invasive devices},
  booktitle = {16th International Congress of Parkinson's Disease and Movement Disorders},
  address   = {Dublin, Ireland},
  year      = {2012},
  url_Link  = {http://www.mdsabstracts.com/abstract.asp?MeetingID=787&id=99373},
  url_Poster= {https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices},
  note      = {Published in Movement Disorders 27 Suppl 1:291}
}



@InProceedings{Lones2017medgec,
  author    = {Lones, {Michael Adam} and Alty, {Jane E.} and Jeremy Cosgrove and Stuart Jamieson and Smith, {Stephen L.}},
  title     = {Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), Workshop on Medical Applications (MedGEC)},
  year      = {2017},
  publisher = {ACM},
  doi       = {10.1145/3067695.3082490}
}



@InProceedings{Taou2017cibcb,
  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},
  title     = {Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks},
  booktitle = {2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)},
  year      = {2016},
  publisher = {IEEE},
  doi       = {10.1109/CIBCB.2016.7758125},
}



@InProceedings{Vallejo2016ssci,
  author    = {Marta Vallejo and Stuart Jamieson and Jeremy Cosgrove and Smith, {Stephen L.} and Lones, {Michael Adam} and Alty, {Jane E.} and David Corne},
  title     = {Exploring diagnostic models of Parkinson's disease with multi-objective regression},
  booktitle = {2016 IEEE Symposium Series on Computational Intelligence},
  year      = {2016},
  publisher = {IEEE},
  doi       = {10.1109/SSCI.2016.7849884},
}



@Article{Turner2016biosystems,
  author    = {Turner, {Alexander P.} and Lones, {Michael A.} and Trefzer, {Martin A.} and Smith, {Stephen L.} and Stuart Jamieson and Alty, {Jane E.} and Jeremy Cosgrove and Tyrrell, {Andy M.}},
  title     = {Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease},
  journal   = {BioSystems},
  year      = {2016},
  volume    = {146},
  pages     = {35-42},
  issn      = {0303-2647},
  doi       = {10.1016/j.biosystems.2016.05.005},
}



@InProceedings{Taou2016evocomplex,
  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},
  title     = {Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks},
  booktitle = {Applications of Evolutionary Computation (EvoComplex 2016)},
  year      = {2016},
  editor    = {Giovanni Squillero and Paolo Burelli},
  volume    = {9597},
  series    = {Lecture Notes in Computer Science},
  pages     = {351-362},
  month     = {3},
  publisher = {Springer},
  doi       = {10.1007/978-3-319-31204-0_23},
  isbn      = {9783319312033},
}



@InProceedings{Vallejo2016medgec,
  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Stuart Jamieson and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael Adam}},
  title     = {A multi-objective approach to predicting motor and cognitive deficit in Parkinson's disease patients},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), Workshop on Medical Applications (MedGEC)},
  year      = {2016},
  pages     = {1369-1376},
  publisher = {ACM},
  doi       = {10.1145/2908961.2931731},
  isbn      = {9781450343237},
}



@Article{Turner2017tnnls,
  author  = {Turner, A. P. and Caves, L. S. D. and Stepney, S. and Tyrrell, A. M. and Lones, M. A.},
  title   = {Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  volume  = {28},
  number  = {1},
  pages   = {218-230},
  year    = {2017},
  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf},
  doi     = {10.1109/TNNLS.2015.2497142}
}



@InProceedings{Vallejo2016gecco,
  pages     = {13-14},
  title     = {Using multiobjective evolutionary algorithms to understand Parkinson's disease},
  publisher = {ACM},
  year      = {2016},
  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael A.}},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016)},
  doi       = {10.1145/2908961.2909026},
}



@Article{Smith2015ietsystemsbiology,
  author    = {Smith, {Stephen L.} and Lones, {Michael Adam} and Matthew Bedder and Alty, {Jane E} and Jeremy Cosgrove and Richard Maguire and Mary Pownall and Diana Ivanoiu and Camille Lyle and Amy Cording and Elliott, {Christopher J. H.}},
  title     = {Computational approaches for understanding the diagnosis and treatment of Parkinson's disease},
  journal   = {IET Systems Biology},
  year      = {2015},
  volume    = {9},
  number    = {6},
  pages     = {226-233},
  issn      = {1751-8849},
  doi       = {10.1049/iet-syb.2015.0030},
  url       = {http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf}
}



@InProceedings{Lones2015ipcat,
  pages     = {52-60},
  title     = {Evolving Ensembles: What Can We Learn from Biological Mutualisms?},
  publisher = {Springer International Publishing},
  year      = {2015},
  author    = {Lones, {Michael Adam} and Lacy, {Stuart E.} and Smith, {Stephen L.}},
  editor    = {Lones, {Michael } and Andy Tyrrell and Smith, {Stephen } and Fogel, {Gary }},
  volume    = {9303},
  series    = {Lecture Notes in Computer Science},
  isbn      = {978-3-319-23107-5},
  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},
  doi       = {10.1007/978-3-319-23108-2_5},
}



@InProceedings{Fuente2015ipcat,
  pages     = {114-127},
  title     = {Harmonic versus Chaos Controlled Oscillators in Hexapedal Locomotion},
  publisher = {Springer International Publishing},
  year      = {2015},
  author    = {Fuente, {Luis A} and Lones, {Michael Adam} and Nigel Crook and {Olde Scheper}, Tjeerd},
  volume    = {9303},
  series    = {Lecture Notes in Computer Science},
  isbn      = {9783319231075},
  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},
  doi       = {10.1007/978-3-319-23108-2_10},
}



@Misc{Smith2015patent,
  author = {Stephen Smith and Lones, {Michael Adam}},
  title  = {Device to Determine Visuo-Spatial Ability},
  year   = {2015},
  note   = {US2015164402 A1; G09B 19/00},
  type   = {Patent},
}



@InProceedings{Lacy2015cec,
  pages     = {758-763},
  title     = {A Comparison of Evolved Linear and Non-Linear Ensemble Vote Aggregators},
  publisher = {IEEE},
  year      = {2015},
  author    = {Stuart Lacy and Lones, {Michael Adam} and Smith, {Stephen L}},
  journal   = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},
  doi       = {10.1109/CEC.2015.7256962}
}



@InProceedings{Turner2015ipcat,
  pages     = {153-165},
  title     = {Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network},
  publisher = {Springer International Publishing},
  year      = {2015},
  author    = {Turner, {Alexander P} and Lones, {Michael Adam} and Martin Trefzer and Tyrrell, {Andy M}},
  volume    = {9303},
  series    = {Lecture Notes in Computer Science},
  isbn      = {978-3-319-23107-5},
  booktitle = {Information Processing in Cells and Tissues},
  doi       = {10.1007/978-3-319-23108-2_13},
}



@InProceedings{Lacy2015cec,
  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},
  title   = {Forming classifier ensembles with multimodal Evolutionary Algorithms},
  booktitle = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},
  year    = {2015},
  pages   = {723-729},
  doi     = {10.1109/CEC.2015.7256962}
}



@Book{Lones2015lncs,
  title     = {Information Processing in Cells and Tissues: 10th International Conference, IPCAT 2015, San Diego, CA, USA, September 14-16, 2015, Proceedings},
  publisher = {Springer International Publishing},
  year      = {2015},
  author    = {Lones, {Michael Adam} and Tyrrell, {Andy M} and Smith, {Stephen L.} and Gary Fogel},
  volume    = {9303},
  series    = {Lecture Notes in Computer Science},
  isbn      = {978-3-319-23107-5},
  doi       = {10.1007%2F978-3-319-23108-2},
}



@InCollection{Lones2015eh,
  author  = {Lones, M.A. and Smith, S.L.},
  title   = {Medical applications of evolvable hardware},
  booktitle = {Evolvable Hardware: From Practice to Application},
  year    = {2015},
  publisher = {Springer},
  pages   = {253-271},
  doi     = {10.1007/978-3-662-44616-4_10}
}



@Article{Lones2014tevc_pd,
  author    = {Lones, {Michael A} and Smith, {Stephen L} and Alty, {Jane E} and Stuart Lacy and Katherine Possin and Stuart Jamieson and Tyrrell, {Andy M}},
  title     = {Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients},
  journal   = {IEEE Transactions on Evolutionary Computation},
  year      = {2014},
  volume    = {18},
  number    = {4},
  pages     = {559-576},
  issn      = {1089-778X},
  doi       = {10.1109/TEVC.2013.2281532},
  publisher = {IEEE},
  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf}
}



@Article{Lones2014tevc_abn,
  author    = {Michael Lones and Fuente, {Luis A} and Turner, {Alexander P.} and Caves, {Leo S.D.} and Susan Stepney and Smith, {Stephen L.} and Tyrrell, {Andy M.}},
  title     = {Artificial biochemical networks: Evolving dynamical systems to control dynamical systems},
  journal   = {IEEE Transactions on Evolutionary Computation},
  year      = {2014},
  volume    = {18},
  number    = {2},
  pages     = {145-166},
  issn      = {1089-778X},
  doi       = {10.1109/TEVC.2013.2243732},
  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf},
  publisher = {IEEE},
}



@InProceedings{Lones2014metadeep,
  pages     = {1419-1422},
  title     = {Metaheuristics in nature-inspired algorithms},
  publisher = {ACM},
  year      = {2014},
  author    = {Lones, {Michael A.}},
  isbn      = {9781450328814},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Metaheuristic Design Patterns (MetaDeeP)},
  doi       = {10.1145/2598394.2609841},
  publisher = {ACM},
  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf}
}



@InProceedings{Lones2014gecco,
  title = {Classification and characterisation of movement patterns during levodopa therapy for Parkinson{'}s disease},
  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Medical Applications (MedGEC)},
  year = {2014},
  pages = {1321-1327},
  author = {Lones, M.A. and Turner, A.J. and Alty, J.E. and Jamieson, D.R.S. and Duggan-Carter, P. and Smith, S.L.},
  publisher = {ACM},
  doi = {10.1145/2598394.2609852},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf}
}



@Article{Lones2013naco_preface,
  author    = {Lones, {Michael A} and Tyrrell, {Andy M} and Susan Stepney and Caves, {Leo S D}},
  title     = {Special issue on the frontiers of natural computing},
  journal   = {Natural Computing},
  year      = {2013},
  volume    = {12},
  number    = {4},
  pages     = {441-442},
  issn      = {1567-7818},
  doi       = {10.1007/s11047-013-9402-9},
}



@Article{Lones2013naco,
  author    = {Lones, {Michael A} and Turner, {Alexander P} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},
  title     = {Biochemical connectionism},
  journal   = {Natural Computing},
  year      = {2013},
  volume    = {12},
  number    = {4},
  pages     = {453-472},
  issn      = {1567-7818},
  doi       = {10.1007/s11047-013-9400-y},
  publisher = {Springer Netherlands},
  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf}
}



@Article{Lones2013biosystems_pd,
  author    = {Lones, {Michael A} and Smith, {Stephen L.} and Tyrrell, {Andy M.} and Alty, {Jane E.} and Jamieson, {D R Stuart}},
  title     = {Characterising neurological time series data using biologically motivated networks of coupled discrete maps},
  journal   = {BioSystems},
  year      = {2013},
  volume    = {112},
  number    = {2},
  pages     = {94-101},
  issn      = {0303-2647},
  doi       = {10.1016/j.biosystems.2013.03.009},
  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf}
}



@Article{Fuente2013biosystems_asn,
  author    = {Fuente, {Luis A} and Lones, {Michael A} and Turner, {Alexander P} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},
  title     = {Computational models of signalling networks for non-linear control},
  journal   = {BioSystems},
  year      = {2013},
  volume    = {112},
  number    = {2},
  pages     = {112-130},
  issn      = {0303-2647},
  doi       = {10.1016/j.biosystems.2013.03.006},
}



@Article{Turner2013biosystems_epigenetic,
  author    = {Turner, {Alexander P} and Lones, {Michael A} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},
  title     = {The incorporation of epigenetics in artificial gene regulatory networks},
  journal   = {BioSystems},
  year      = {2013},
  volume    = {112},
  number    = {2},
  pages     = {56-62},
  issn      = {0303-2647},
  doi       = {10.1016/j.biosystems.2013.03.013},
}



@InProceedings{Fuente2013cec,
  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Caves, L.S. and Stepney, S. and Tyrrell, A.M.},
  title   = {Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics},
  booktitle = {Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC 2013)},
  year    = {2013},
  pages   = {1435-1442},
  doi     = {10.1109/CEC.2013.6557732}
}



@InProceedings{Lacy2013medgec,
  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},
  title   = {Characterisation of movement disorder in parkinson{'}s disease using evolutionary algorithms},
  booktitle = {Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO 2013), Workshop on Medical Applications (MedGEC)},
  year    = {2013},
  pages   = {1479-1485},
  doi     = {10.1145/2464576.2482726}
}



@InProceedings{Lones2013ssci,
  author  = {Lones, M.A. and Alty, J.E. and Lacy, S.E. and Jamieson, Stuart D.R. and Possin, K.L. and Schuff, N. and Smith, S.L.},
  title   = {Evolving classifiers to inform clinical assessment of Parkinson{'}s disease},
  booktitle = {2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE 2013)},
  year    = {2013},
  pages   = {76-82},
  publisher = {IEEE},
  doi     = {10.1109/CICARE.2013.6583072},
  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf}
}



@InProceedings{Turner2013ssci,
  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S.D. and Tyrrell, A.},
  title   = {The artificial epigenetic network},
  booktitle = {Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE International Conference on Evolvable Systems (ICES 2013)},
  year    = {2013},
  pages   = {66-72},
  publisher = {IEEE},
  doi     = {10.1109/ICES.2013.6613284}
}



@InProceedings{Fuente2012ipcat,
  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},
  title   = {Evolved artificial signalling networks for the control of a conservative complex dynamical system},
  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},
  series  = {Lecture Notes in Computer Science},
  year    = {2012},
  volume  = {7223},
  pages   = {38-49},
  doi     = {10.1007/978-3-642-28792-3_7}
}



@InProceedings{Lones2012ipcat,
  author  = {Lones, M.A. and Smith, S.L. and Tyrrell, A.M. and Alty, J.E. and Jamieson, D.R.S.},
  title   = {Evolving computational dynamical systems to recognise abnormal human motor function},
  series  = {Lecture Notes in Computer Science},
  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},
  year    = {2012},
  volume  = {7223},
  pages   = {177-182},
  doi     = {10.1007/978-3-642-28792-3_22},
  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf}
}



@Book{Lones2012ipcat_proceedings,
  series    = {Lecture Notes in Computer Science},
  title     = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},
  year      = {2012},
  volume    = {7223},
  year      = {2012},
  author    = {Michael A. Lones and Stephen L. Smith and Sarah Teichmann and Felix Naef and James A. Walker and Martin A. Trefzer},
  doi       = {10.1007/978-3-642-28792-3},
}



@InProceedings{Turner2012ipcat,
  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},
  title   = {Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems},
  series = {Lecture Notes in Computer Science},
  year    = {2012},
  volume  = {7223 LNCS},
  pages   = {1-11},
  doi     = {10.1007/978-3-642-28792-3_1}
}



@Article{Lones2011gpem,
  author    = {Michael Lones},
  title     = {Sean Luke: essentials of metaheuristics},
  journal   = {Genetic Programming and Evolvable Machines},
  year      = {2011},
  volume    = {12},
  number    = {3},
  pages     = {333-334},
  doi       = {10.1007/s10710-011-9139-0},
  url       = {http://dx.doi.org/10.1007/s10710-011-9139-0},
}



@inproceedings{lones2011ecal,
  title= {Controlling legged robots with coupled artificial biochemical networks},
  author= {Lones, Michael A. and Tyrrell, Andy M. and Stepney, Susan and Caves, Leo S. D.},
  booktitle= {Proceedings of the 2011 European Conference on Artificial Life (ECAL)},
  pages= {465--472},
  year= {2011},
  url= {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}
}



@InProceedings{Lones2010eurogp,
  title = {Controlling complex dynamics with artificial biochemical networks},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proceedings of the 2010 European Conference on Genetic Programming (EuroGP)},
  year = {2010},
  volume = {6021},
  pages = {159-170},
  author = {Lones, M.A. and Tyrrell, A.M. and Stepney, S. and Caves, L.S.},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}
}



@InProceedings{Lones2010wcci,
  author  = {Lones, M.A. and Smith, S.L. and Harris, A.T. and High, A.S. and Fisher, S.E. and Smith, D.A. and Kirkham, J.},
  title   = {Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming},
  booktitle = {Proceedings of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), IEEE Congress on Evolutionary Computation (CEC)},
  year    = {2010},
  publisher = {IEEE},
  doi     = {10.1109/CEC.2010.5586494},
  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf}
}



@InCollection{Lones2010gecma,
  author  = {Lones, M.A. and Smith, S.L.},
  title   = {Objective Assessment of Visuo-Spatial Ability Using Implicit Context Representation Cartesian Genetic Programming},
  booktitle = {Genetic and Evolutionary Computation: Medical Applications},
  year    = {2010},
  pages   = {174-189},
  publisher = {Wiley},
  doi     = {10.1002/9780470973134.ch10}
}



@InProceedings{Smith2009cec,
  author    = {Stephen L. Smith and Michael A. Lones},
  title     = {Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability},
  booktitle = {Proceedings of the 2009 {IEEE} Congress on Evolutionary Computation (CEC)},
  year      = {2009},
  publisher = {IEEE},
  doi       = {10.1109/cec.2009.4983065},
  url       = {http://dx.doi.org/10.1109/cec.2009.4983065},
}



@Article{Harris2009hno,
  author    = {Andrew T. Harris and Anxhela Lungari and Christopher J. Needham and Stephen L. Smith and Michael A. Lones and Sheila E. Fisher and Xuebin B. Yang and Nicola Cooper and Jennifer Kirkham and D. Alastair Smith and Dominic P. Martin-Hirsch and Alec S. High},
  title     = {Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample},
  journal   = {Head {\&} Neck Oncology},
  year      = {2009},
  volume    = {1},
  number    = {1},
  pages     = {34},
  doi       = {10.1186/1758-3284-1-34},
}


@InProceedings{Lones2007cec,
  title = {A co-evolutionary framework for regulatory motif discovery},
  booktitle = {Proceedings of the 2007 {IEEE} Congress on Evolutionary Computation, CEC (2007)},
  year = {2007},
  pages = {3894-3901},
  author = {Lones, M.A. and Tyrrell, A.M.},
  publisher = {IEEE},
  doi = {10.1109/CEC.2007.4424978},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf}
}



@Article{Lones2007tcbb,
  author  = {Lones, M.A. and Tyrrell, A.M.},
  title   = {Regulatory motif discovery using a population clustering evolutionary algorithm},
  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  year    = {2007},
  volume  = {4},
  number  = {3},
  pages   = {403-414},
  doi     = {10.1109/tcbb.2007.1044},
  url     = {http://eprints.whiterose.ac.uk/3419/}
}



@InProceedings{Lones2005gecco,
  author    = {Michael A. Lones and Andy M. Tyrrell},
  title     = {The evolutionary computation approach to motif discovery in biological sequences},
  booktitle = {Proceedings of the 2005 workshops on Genetic and evolutionary computation ({GECCO})},
  year      = {2005},
  publisher = {{ACM} Press},
  doi       = {10.1145/1102256.1102258},
  url       = {https://doi.org/10.1145%2F1102256.1102258},
}



@InCollection{Lones2004cc,
  title   = {Enzyme Genetic Programming},
  year    = {2004},
  author  = {Michael Adam Lones},
  booktitle = {Cellular Computing},
  editor  = {Martyn Amos},
  url     = {http://www.oup.co.uk/isbn/0-19-515540-8}
}



@article{Lones2004biosystems,
  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},
  journal = {BioSystems},
  year = {2004},
  volume = {76},
  number = {1-3},
  pages = {229-238},
  author = {Lones, M.A. and Tyrrell, A.M.},
  doi = {10.1016/j.biosystems.2004.05.015},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf}
}



@PhdThesis{lones2003thesis,
  author =       {Michael A. Lones},
  title =        {Enzyme Genetic Programming: Modelling Biological
                 Evolvability in Genetic Programming},
  school =       {The University of York},
  year =         {2003},
  address =      {Heslington, York, YO10 5DD, UK},
  month =        {sep},
  keywords =     {genetic algorithms, genetic programming, evolvability,
                 representation, self-organisation, biological
                 modelling},
  URL =          {http://www-users.york.ac.uk/~mal503/common/thesis/main.html},
  size =         {200 pages},
  abstract =     {This thesis introduces a new approach to program
                 representation in genetic programming in which
                 interactions between program components are expressed
                 in terms of a component's behaviour rather through its
                 relative position within a representation or through
                 other non-behavioural systems of reference. This
                 approach has the advantage that a component's behaviour
                 is expressed in a way that is independent of any
                 particular program it finds itself within; and thereby
                 overcomes the problem when using conventional program
                 representations whereby program components lose their
                 behavioural context following recombination. More
                 generally, this implicit context representation leads
                 to a process of meaningful variation filtering; whereby
                 inappropriate change induced by variation operators can
                 be wholly or partially ignored. This occurs as a
                 consequence of program behaviours emerging from the
                 self-organisation of program components, ignoring those
                 components which do not fit the contexts declared by
                 the other components within the program. This process
                 results in gradual change within the behaviour of a
                 program during evolution. This thesis also presents
                 results which show that implicit context representation
                 leads to better size evolution characteristics than
                 conventional genetic programming; and that functional
                 redundancy and Lamarckian reinforcement learning both
                 improve evolutionary search, agreeing with previous
                 research by other authors.},
}



@article{Lones2003ipcat,
  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},
  booktitle = {Proceedings of the 5th International Workshop on Information Processing in Cells and Tissues (IPCAT2003)},
  year = {2003},
  author = {Lones, M.A. and Tyrrell, A.M.}
}



@Article{Lones2002gpem,
  author  = {Michael Adam Lones and Andy Tyrrell},
  title   = {Biomimetic Representation with Enzyme Genetic Programming},
  journal = {Genetic Programming and Evolvable Machines},
  year    = {2002},
  doi     = {10.1023/A:1015583926171},
  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf}
}



@InProceedings{Lones2002cec,
  title = {Crossover and bloat in the functionality model of enzyme genetic programming},
  journal = {Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002)},
  year = {2002},
  volume = {1},
  pages = {986-991},
  author = {Lones, M.A. and Tyrrell, A.M.},
  publisher = {IEEE},
  doi = {10.1109/CEC.2002.1007059},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf}
}



@InProceedings{Lones2001,
  title = {Enzyme genetic programming},
  booktitle = {Proceedings of the 2001 IEEE Congress on Evolutionary Computation (CEC 2001)},
  year = {2001},
  volume = {2},
  pages = {1183-1190},
  author = {Lones, M.A. and Tyrrell, A.M.},
  publisher = {IEEE},
  doi = {10.1109/CEC.2001.934325},
  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf}
}

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A</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Networking Letters</i>.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1109/LNET.2025.3525901\"\n     onclick=\"log_download('kostas-just-lones-individualpacketfeaturesarearisktomodelgeneralisationinmlbasedintrusiondetection-2025', 'http://doi.org/https://doi.org/10.1109/LNET.2025.3525901', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kostas-just-lones-individualpacketfeaturesarearisktomodelgeneralisationinmlbasedintrusiondetection-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kostas-just-lones-individualpacketfeaturesarearisktomodelgeneralisationinmlbasedintrusiondetection-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Kostas2025_individual_packet_features,\n  title={Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection},\n  author={Kostas, Kahraman and Just, Mike and Lones, Michael A},\n  journal={IEEE Networking Letters},\n  year={2025},\n  publisher={IEEE},\n  doi={https://doi.org/10.1109/LNET.2025.3525901}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"elshimy-zantout-lones-gayar-selfsupervisedlearningforpretrainingcapsulenetworksovercomingmedicalimagingdatasetchallenges-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  El-Shimy, H.; Zantout, H.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A</a>;  and Gayar, N. E.\n</span>\n\n  \n\n</span>\n\n  In <i>9th International Conference on Information System Design & Intelligent Applications (ISDIA 2025)</i>,  2025. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/elshimy-zantout-lones-gayar-selfsupervisedlearningforpretrainingcapsulenetworksovercomingmedicalimagingdatasetchallenges-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('elshimy-zantout-lones-gayar-selfsupervisedlearningforpretrainingcapsulenetworksovercomingmedicalimagingdatasetchallenges-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ElShimy2025_SSL_pretraining_capsnets,\n  title={Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges},\n  author={El-Shimy, Heba and Zantout, Hind and Lones, Michael A and Gayar, Neamat El},\n  booktitle={9th International Conference on Information System Design &amp; Intelligent Applications (ISDIA 2025)},\n  year={2025},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-avoidingcommonmachinelearningpitfalls-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Avoiding common machine learning pitfalls.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A</a>\n</span>\n\n  \n\n</span>\n\n  <i>Patterns</i>, 5(10): 101046.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1016/j.patter.2024.101046\"\n     onclick=\"log_download('lones-avoidingcommonmachinelearningpitfalls-2024', 'http://doi.org/https://doi.org/10.1016/j.patter.2024.101046', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-avoidingcommonmachinelearningpitfalls-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-avoidingcommonmachinelearningpitfalls-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Lones2024_avoiding_ML_pitfalls,\n  title={Avoiding common machine learning pitfalls},\n  author={Lones, Michael A},\n  journal={Patterns},\n  volume={5},\n  number={10},\n  pages={101046},\n  year={2024},\n  doi={https://doi.org/10.1016/j.patter.2024.101046}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kapoor-cantrell-peng-pham-bail-gundersen-hofman-hullman-etal-reformsconsensusbasedrecommendationsformachinelearningbasedscience-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Reforms: Consensus-based recommendations for machine-learning-based science.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kapoor, S.; Cantrell, E. M; Peng, K.; Pham, T. H.; Bail, C. A; Gundersen, O. E.; Hofman, J. M; Hullman, J.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A</a>; Malik, M. M;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Science Advances</i>, 10(18): eadk3452.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1126/sciadv.adk3452\"\n     onclick=\"log_download('kapoor-cantrell-peng-pham-bail-gundersen-hofman-hullman-etal-reformsconsensusbasedrecommendationsformachinelearningbasedscience-2024', 'http://doi.org/https://doi.org/10.1126/sciadv.adk3452', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kapoor-cantrell-peng-pham-bail-gundersen-hofman-hullman-etal-reformsconsensusbasedrecommendationsformachinelearningbasedscience-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kapoor-cantrell-peng-pham-bail-gundersen-hofman-hullman-etal-reformsconsensusbasedrecommendationsformachinelearningbasedscience-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Kapoor2024_reforms,\n  title={Reforms: Consensus-based recommendations for machine-learning-based science},\n  author={Kapoor, Sayash and Cantrell, Emily M and Peng, Kenny and Pham, Thanh Hien and Bail, Christopher A and Gundersen, Odd Erik and Hofman, Jake M and Hullman, Jessica and Lones, Michael A and Malik, Momin M and others},\n  journal={Science Advances},\n  volume={10},\n  number={18},\n  pages={eadk3452},\n  year={2024},\n  doi={https://doi.org/10.1126/sciadv.adk3452}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"skumar-adamlones-maarek-zantout-investigatingtheproficiencyoflargelanguagemodelsinformativefeedbackgenerationforstudentprogrammers-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Investigating the Proficiency of Large Language Models in Formative Feedback Generation for Student Programmers.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  S Kumar, S.; Adam Lones, M.; Maarek, M.;  and Zantout, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1st International Workshop on Large Language Models for Code</i>, pages 88–93,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1145/3643795.3648380\"\n     onclick=\"log_download('skumar-adamlones-maarek-zantout-investigatingtheproficiencyoflargelanguagemodelsinformativefeedbackgenerationforstudentprogrammers-2024', 'http://doi.org/https://doi.org/10.1145/3643795.3648380', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/skumar-adamlones-maarek-zantout-investigatingtheproficiencyoflargelanguagemodelsinformativefeedbackgenerationforstudentprogrammers-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('skumar-adamlones-maarek-zantout-investigatingtheproficiencyoflargelanguagemodelsinformativefeedbackgenerationforstudentprogrammers-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Kumar2024_llms_feedback_student_programmers,\n  title={Investigating the Proficiency of Large Language Models in Formative Feedback Generation for Student Programmers},\n  author={S Kumar, Smitha and Adam Lones, Michael and Maarek, Manuel and Zantout, Hind},\n  booktitle={Proceedings of the 1st International Workshop on Large Language Models for Code},\n  pages={88--93},\n  year={2024},\n  doi={https://doi.org/10.1145/3643795.3648380}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-whydoesntmymodelwork-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://thegradient.pub/why-doesnt-my-model-work\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-whydoesntmymodelwork-2024', 'https://thegradient.pub/why-doesnt-my-model-work', event);\">\n    Why Doesn’t My Model Work?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>The Gradient</i>.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://thegradient.pub/why-doesnt-my-model-work\"\n     onclick=\"log_download('lones-whydoesntmymodelwork-2024', 'https://thegradient.pub/why-doesnt-my-model-work', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Why Doesn’t My Model Work? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-whydoesntmymodelwork-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-whydoesntmymodelwork-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{lones2024why,\n    author = {Michael Lones},\n    title = {Why Doesn’t My Model Work?},\n    journal = {The Gradient},\n    year = {2024},\n    url = {https://thegradient.pub/why-doesnt-my-model-work}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-smith-evolutionarymachinelearninginmedicine-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolutionary Machine Learning in Medicine.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  In Banzhaf, W.; Machado, P.;  and Zhang, M., editor(s), <i>Handbook of Evolutionary Machine Learning</i>, pages 591–609. Springer,  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-981-99-3814-8_20\"\n     onclick=\"log_download('lones-smith-evolutionarymachinelearninginmedicine-2023', 'http://doi.org/10.1007/978-981-99-3814-8_20', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-evolutionarymachinelearninginmedicine-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-evolutionarymachinelearninginmedicine-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{Lones2023_eml_in_medicine,\n  title={Evolutionary Machine Learning in Medicine},\n  author={Lones, Michael A. and Smith, Stephen L.},\n  booktitle={Handbook of Evolutionary Machine Learning},\n  pages={591--609},\n  editor={Banzhaf, Wolfgang and Machado, Penousal and Zhang, Mengjie},\n  year={2023},\n  publisher={Springer},\n  doi={10.1007/978-981-99-3814-8_20}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muzaffar-ragabhassen-zantout-lones-droiddissectorastaticanddynamicanalysistoolforandroidmalwaredetection-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muzaffar, A.; Ragab Hassen, H.; Zantout, H.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Applied CyberSecurity (ACS) 2023</i>, pages 3–9,  2023. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-031-40598-3_1\"\n     onclick=\"log_download('muzaffar-ragabhassen-zantout-lones-droiddissectorastaticanddynamicanalysistoolforandroidmalwaredetection-2023', 'http://doi.org/10.1007/978-3-031-40598-3_1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muzaffar-ragabhassen-zantout-lones-droiddissectorastaticanddynamicanalysistoolforandroidmalwaredetection-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muzaffar-ragabhassen-zantout-lones-droiddissectorastaticanddynamicanalysistoolforandroidmalwaredetection-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Muzaffar2023_droiddissector,\n  title={DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection},\n  author={Muzaffar, Ali and Ragab Hassen, Hani and Zantout, Hind and Lones, Michael A.},\n  booktitle={Proceedings of the International Conference on Applied CyberSecurity (ACS) 2023},\n  pages={3--9},\n  year={2023},\n  organization={Springer},\n  doi={10.1007/978-3-031-40598-3_1}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"elshimy-zantout-lones-elgayar-areviewofcapsulenetworksinmedicalimageanalysis-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Review of Capsule Networks in Medical Image Analysis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  El-Shimy, H.; Zantout, H.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and El Gayar, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) 2022</i>, pages 65–80,  2022. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-031-20650-4_6\"\n     onclick=\"log_download('elshimy-zantout-lones-elgayar-areviewofcapsulenetworksinmedicalimageanalysis-2022', 'http://doi.org/10.1007/978-3-031-20650-4_6', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/elshimy-zantout-lones-elgayar-areviewofcapsulenetworksinmedicalimageanalysis-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('elshimy-zantout-lones-elgayar-areviewofcapsulenetworksinmedicalimageanalysis-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ElShimy2022_capsule_nets_medical,\n  title={A Review of Capsule Networks in Medical Image Analysis},\n  author={El-Shimy, Heba and Zantout, Hind and Lones, Michael A. and El Gayar, Neamat},\n  booktitle={Proceedings of the IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) 2022},\n  pages={65--80},\n  year={2022},\n  organization={Springer},\n  doi={10.1007/978-3-031-20650-4_6}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lopes-wellacott-dealmeida-villavicencio-delucenamoreira-andrade-desousa-desouzasilva-etal-measuringtheimpactofnonpharmaceuticalinterventionsonthesarscov2pandemicatacitylevelanagentbasedcomputationalmodellingstudyofthecityofnatal-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lopes, P.; Wellacott, L.; de Almeida, L.; Villavicencio, L. M. M.; de Lucena Moreira, A. L.; Andrade, D. S.; de Sousa, R. K. R.; de Souza Silva, P.; Lima, L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; do Nascimento Jr., J.; Vargas, P. A.; Moioli, R. C.; Figuerola, W. B.;  and Rennó-Costa, C.\n</span>\n\n  \n\n</span>\n\n  <i>PLOS Global Public Health</i>, (10): e0000540.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1371/journal.pgph.0000540\"\n     onclick=\"log_download('lopes-wellacott-dealmeida-villavicencio-delucenamoreira-andrade-desousa-desouzasilva-etal-measuringtheimpactofnonpharmaceuticalinterventionsonthesarscov2pandemicatacitylevelanagentbasedcomputationalmodellingstudyofthecityofnatal-2022', 'http://doi.org/10.1371/journal.pgph.0000540', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lopes-wellacott-dealmeida-villavicencio-delucenamoreira-andrade-desousa-desouzasilva-etal-measuringtheimpactofnonpharmaceuticalinterventionsonthesarscov2pandemicatacitylevelanagentbasedcomputationalmodellingstudyofthecityofnatal-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lopes-wellacott-dealmeida-villavicencio-delucenamoreira-andrade-desousa-desouzasilva-etal-measuringtheimpactofnonpharmaceuticalinterventionsonthesarscov2pandemicatacitylevelanagentbasedcomputationalmodellingstudyofthecityofnatal-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lopes2022_plosglobalpublichealth_natal,\n  author    = {Lopes, P. and Wellacott, L. and de Almeida, L. and Villavicencio, L. M. M. and de Lucena Moreira, A. L. and Andrade, D. S. and de Sousa, R. K. R. and de Souza Silva, P. and Lima, L. and Lones, M. A. and do Nascimento Jr., J.-D. and Vargas, P. A. and Moioli, R. C. and Figuerola, W. B. and Rennó-Costa, C.},\n  title     = {Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal},\n  journal   = {PLOS Global Public Health},\n  year      = {2022},\n  number    = {10},\n  pages     = {e0000540},\n  doi       = {10.1371/journal.pgph.0000540}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kienitz-komendantskaya-lones-comparingcomplexitiesofdecisionboundariesforrobusttrainingauniversalapproach-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kienitz, D.; Komendantskaya, E.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Asian Conference on Computer Vision (ACCV 2022)</i>, pages 4495–4513,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-031-26351-4_38\"\n     onclick=\"log_download('kienitz-komendantskaya-lones-comparingcomplexitiesofdecisionboundariesforrobusttrainingauniversalapproach-2022', 'http://doi.org/10.1007/978-3-031-26351-4_38', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kienitz-komendantskaya-lones-comparingcomplexitiesofdecisionboundariesforrobusttrainingauniversalapproach-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kienitz-komendantskaya-lones-comparingcomplexitiesofdecisionboundariesforrobusttrainingauniversalapproach-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Kienitz2022_accv_comparing_complexities,\n  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},\n  title     = {Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach},\n  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV 2022)},\n  year      = {2022},\n  pages     = {4495--4513},\n  doi       = {10.1007/978-3-031-26351-4_38}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muzaffar-ragabhassan-lones-zantout-anindepthreviewofmachinelearningbasedandroidmalwaredetection-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  An in-depth review of machine learning based Android malware detection.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muzaffar, A.; Ragab Hassan, H.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Zantout, H.\n</span>\n\n  \n\n</span>\n\n  <i>Computers & Security</i>, 121: 102833.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.cose.2022.102833\"\n     onclick=\"log_download('muzaffar-ragabhassan-lones-zantout-anindepthreviewofmachinelearningbasedandroidmalwaredetection-2022', 'http://doi.org/10.1016/j.cose.2022.102833', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muzaffar-ragabhassan-lones-zantout-anindepthreviewofmachinelearningbasedandroidmalwaredetection-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muzaffar-ragabhassan-lones-zantout-anindepthreviewofmachinelearningbasedandroidmalwaredetection-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Muzaffar2022_machine_learning_android_malware_detection,\n  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},\n  title     = {An in-depth review of machine learning based Android malware detection},\n  journal   = {Computers \\&amp; Security},\n  year      = {2022},\n  volume    = {121},\n  pages     = {102833},\n  doi       = {10.1016/j.cose.2022.102833}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"garrow-lones-stewart-whyfunctionalprogramsynthesismattersintherealmofgeneticprogramming-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Why Functional Program Synthesis Matters (In the Realm of Genetic Programming).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garrow, F.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Stewart, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, pages 1844–1853,  2022. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3520304.3534045\"\n     onclick=\"log_download('garrow-lones-stewart-whyfunctionalprogramsynthesismattersintherealmofgeneticprogramming-2022', 'http://doi.org/10.1145/3520304.3534045', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garrow-lones-stewart-whyfunctionalprogramsynthesismattersintherealmofgeneticprogramming-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garrow-lones-stewart-whyfunctionalprogramsynthesismattersintherealmofgeneticprogramming-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Garrow2022_why_functional_programming_matters,\n  author    = {F. Garrow and M. A. Lones and R. Stewart},\n  title     = {Why Functional Program Synthesis Matters (In the Realm of Genetic Programming)},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  year      = {2022},\n  pages     = {1844--1853},\n  publisher = {ACM},\n  doi       = {10.1145/3520304.3534045}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kostas-just-lones-iotdevidabehaviorbaseddeviceidentificationmethodfortheiot-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  IoTDevID: A Behavior-Based Device Identification Method for the IoT.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kostas, K.; Just, M.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Internet of Things Journal</i>, 9(23): 23741–23749.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/JIOT.2022.3191951\"\n     onclick=\"log_download('kostas-just-lones-iotdevidabehaviorbaseddeviceidentificationmethodfortheiot-2022', 'http://doi.org/10.1109/JIOT.2022.3191951', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kostas-just-lones-iotdevidabehaviorbaseddeviceidentificationmethodfortheiot-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kostas-just-lones-iotdevidabehaviorbaseddeviceidentificationmethodfortheiot-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Kostas2022_IoTDevID,\n  author    = {Kostas, K. and Just, M. and Lones, M. A.},\n  title     = {IoTDevID: A Behavior-Based Device Identification Method for the IoT},\n  journal   = {IEEE Internet of Things Journal},\n  year      = {2022},\n  volume    = {9},\n  number    = {23},\n  pages     = {23741--23749},\n  doi       = {10.1109/JIOT.2022.3191951}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muzaffar-ragabhassan-lones-zantout-androidmalwaredetectionusingapicallsacomparisonoffeatureselectionandmachinelearningmodels-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muzaffar, A.; Ragab Hassan, H.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Zantout, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021</i>, volume 378, of <i>Lecture Notes in Networks and Systems</i>,  2022. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-030-95918-0_1\"\n     onclick=\"log_download('muzaffar-ragabhassan-lones-zantout-androidmalwaredetectionusingapicallsacomparisonoffeatureselectionandmachinelearningmodels-2022', 'http://doi.org/10.1007/978-3-030-95918-0_1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muzaffar-ragabhassan-lones-zantout-androidmalwaredetectionusingapicallsacomparisonoffeatureselectionandmachinelearningmodels-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muzaffar-ragabhassan-lones-zantout-androidmalwaredetectionusingapicallsacomparisonoffeatureselectionandmachinelearningmodels-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Muzaffar2021_android_malware_feature_selection,\n  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},\n  title     = {Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models},\n  booktitle = {Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021},\n  series    = {Lecture Notes in Networks and Systems},\n  Volume    = {378},\n  year      = {2022},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-030-95918-0_1},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kienitz-komendantskaya-lones-theeffectofmanifoldentanglementandintrinsicdimensionalityonlearning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kienitz, D.; Komendantskaya, E.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence</i>, pages 7160–7167,  2022. AAAI Press\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1609/aaai.v36i7.20676\"\n     onclick=\"log_download('kienitz-komendantskaya-lones-theeffectofmanifoldentanglementandintrinsicdimensionalityonlearning-2022', 'http://doi.org/10.1609/aaai.v36i7.20676', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kienitz-komendantskaya-lones-theeffectofmanifoldentanglementandintrinsicdimensionalityonlearning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kienitz-komendantskaya-lones-theeffectofmanifoldentanglementandintrinsicdimensionalityonlearning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Kienitz2022_aaai_manifold_entanglement,\n  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},\n  title     = {The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning},\n  booktitle = {Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence},\n  year      = {2022},\n  pages     = {7160--7167},\n  publisher = {AAAI Press},\n  doi       = {10.1609/aaai.v36i7.20676}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-evolvingcontinuousoptimisersfromscratch-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolving continuous optimisers from scratch.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Genetic Programming and Evolvable Machines</i>, 22: 395–428.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s10710-021-09414-8\"\n     onclick=\"log_download('lones-evolvingcontinuousoptimisersfromscratch-2021', 'http://doi.org/10.1007/s10710-021-09414-8', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-evolvingcontinuousoptimisersfromscratch-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-evolvingcontinuousoptimisersfromscratch-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2021_evolving_continuous_optimisers,\n  author    = {Lones, M. A.},\n  title     = {Evolving continuous optimisers from scratch},\n  journal   = {Genetic Programming and Evolvable Machines},\n  volume    = {22},\n  pages     = {395--428},\n  year      = {2021},\n  doi       = {10.1007/s10710-021-09414-8}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alissa-lones-cosgrove-alty-jamieson-smith-vallejo-parkinsonsdiseasediagnosisusingconvolutionalneuralnetworksandfigurecopyingtasks-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Parkinson’s Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alissa, M.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Cosgrove, J.; Alty, J.; Jamieson, S.; Smith, S. L.;  and Vallejo, M.\n</span>\n\n  \n\n</span>\n\n  <i>Neural Computing and Applications</i>.  2021.\n  <span class=\"note\">in press</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s00521-021-06469-7\"\n     onclick=\"log_download('alissa-lones-cosgrove-alty-jamieson-smith-vallejo-parkinsonsdiseasediagnosisusingconvolutionalneuralnetworksandfigurecopyingtasks-2021', 'http://doi.org/10.1007/s00521-021-06469-7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alissa-lones-cosgrove-alty-jamieson-smith-vallejo-parkinsonsdiseasediagnosisusingconvolutionalneuralnetworksandfigurecopyingtasks-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alissa-lones-cosgrove-alty-jamieson-smith-vallejo-parkinsonsdiseasediagnosisusingconvolutionalneuralnetworksandfigurecopyingtasks-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Alissa2021_parkinsons_cnn,\n  author    = {Alissa, M. and Lones, M. A. and Cosgrove, J. and Alty, J. and Jamieson, S. and Smith, S. L. and Vallejo, M.},\n  title     = {Parkinson’s Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks},\n  journal   = {Neural Computing and Applications},\n  note      = {in press},\n  year      = {2021},\n  doi       = {10.1007/s00521-021-06469-7}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ranieri-pimentel-romano-elias-romero-lones-araujo-vargas-etal-adatadrivenbiophysicalcomputationalmodelofparkinsonsdiseasebasedonmarmosetmonkeys-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A data-driven biophysical computational model of Parkinson's Disease based on marmoset monkeys.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ranieri, C. M; Pimentel, J. M.; Romano, M.; Elias, L.; Romero, R. A. F.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Araujo, M. F. P.; Vargas, P. A.;  and Moioli, R. C.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Access</i>, 9: 122548–122567.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ACCESS.2021.3108682\"\n     onclick=\"log_download('ranieri-pimentel-romano-elias-romero-lones-araujo-vargas-etal-adatadrivenbiophysicalcomputationalmodelofparkinsonsdiseasebasedonmarmosetmonkeys-2021', 'http://doi.org/10.1109/ACCESS.2021.3108682', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ranieri-pimentel-romano-elias-romero-lones-araujo-vargas-etal-adatadrivenbiophysicalcomputationalmodelofparkinsonsdiseasebasedonmarmosetmonkeys-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ranieri-pimentel-romano-elias-romero-lones-araujo-vargas-etal-adatadrivenbiophysicalcomputationalmodelofparkinsonsdiseasebasedonmarmosetmonkeys-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Ranieri2021_parkinsons_marmoset_model,\n  author    = {Ranieri, C. M and Pimentel, J. M. and Romano, M. and Elias, L. and Romero, R. A. F. and Lones, M. A. and Araujo, M. F. P. and Vargas, P. A. and Moioli, R. C.},\n  title     = {A data-driven biophysical computational model of Parkinson&#x27;s Disease based on marmoset monkeys},\n  journal   = {IEEE Access},\n  volume    = {9},\n  pages     = {122548--122567},\n  year      = {2021},\n  doi       = {10.1109/ACCESS.2021.3108682}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cosgrove-hinder-stgeorge-picardi-smith-lones-jamieson-alty-significantcognitivedeclineinparkinsonsdiseaseexacerbatestherelianceonvisualfeedbackduringupperlimbreaches-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Significant cognitive decline in Parkinson's disease exacerbates the reliance on visual feedback during upper limb reaches.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cosgrove, J.; Hinder, M. R; St George, R.; Picardi, C.; Smith, S. L; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Jamieson, S.;  and Alty, J.\n</span>\n\n  \n\n</span>\n\n  <i>Neuropsychologica</i>, 157: 107885.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.neuropsychologia.2021.107885\"\n     onclick=\"log_download('cosgrove-hinder-stgeorge-picardi-smith-lones-jamieson-alty-significantcognitivedeclineinparkinsonsdiseaseexacerbatestherelianceonvisualfeedbackduringupperlimbreaches-2021', 'http://doi.org/10.1016/j.neuropsychologia.2021.107885', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cosgrove-hinder-stgeorge-picardi-smith-lones-jamieson-alty-significantcognitivedeclineinparkinsonsdiseaseexacerbatestherelianceonvisualfeedbackduringupperlimbreaches-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cosgrove-hinder-stgeorge-picardi-smith-lones-jamieson-alty-significantcognitivedeclineinparkinsonsdiseaseexacerbatestherelianceonvisualfeedbackduringupperlimbreaches-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Cosgrove2021_parkinsons_visual_feedback,\n  author    = {Cosgrove, J. and Hinder, M. R and St George, R. and Picardi, C. and Smith, S. L and Lones, M. A. and Jamieson, S. and Alty, J.},\n  title     = {Significant cognitive decline in Parkinson&#x27;s disease exacerbates the reliance on visual feedback during upper limb reaches},\n  journal   = {Neuropsychologica},\n  volume    = {157},\n  pages     = {107885},\n  year      = {2021},\n  doi       = {10.1016/j.neuropsychologia.2021.107885}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021', 'https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf', event);\">\n    Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bartoszewski, F.; Just, M.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Mandrychenko, O.\n</span>\n\n  \n\n</span>\n\n  In <i>ICT Systems Security and Privacy Protection (SEC 2021)</i>, volume 625, of <i>IFIP Advances in Information and Communication Technology</i>,  2021. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf\"\n     onclick=\"log_download('bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021', 'https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-030-78120-0_24\"\n     onclick=\"log_download('bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021', 'http://doi.org/10.1007/978-3-030-78120-0_24', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bartoszewski-just-lones-mandrychenko-anomalydetectionforinsiderthreatsanobjectivecomparisonofmachinelearningmodelsandensembles-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Bartoszewski2021_insider_threats,\n  author    = {Bartoszewski, F. and Just, M. and Lones, M. A. and Mandrychenko, O.},\n  title     = {Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles},\n  booktitle = {ICT Systems Security and Privacy Protection (SEC 2021)},\n  series    = {IFIP Advances in Information and Communication Technology},\n  Volume    = {625},\n  year      = {2021},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-030-78120-0_24},\n  url       = {https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shenoy-lones-smith-vallejo-evaluationofrecurrentneuralnetworkmodelsforparkinsonsdiseaseclassificationusingdrawingdata-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evaluation of recurrent neural network models for Parkinson's disease classification using drawing data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shenoy, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Smith, S. L.;  and Vallejo, M.\n</span>\n\n  \n\n</span>\n\n  In <i>43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021)</i>,  2021. IEEE\n  <span class=\"note\">in press</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shenoy-lones-smith-vallejo-evaluationofrecurrentneuralnetworkmodelsforparkinsonsdiseaseclassificationusingdrawingdata-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shenoy-lones-smith-vallejo-evaluationofrecurrentneuralnetworkmodelsforparkinsonsdiseaseclassificationusingdrawingdata-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Shenoy2021_RNNs_parkinsons,\n  author    = {Shenoy, A. and Lones, M. A. and Smith, S. L. and Vallejo, M.},\n  title     = {Evaluation of recurrent neural network models for Parkinson&#x27;s disease classification using drawing data},\n  booktitle = {43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021)},\n  year      = {2021},\n  publisher = {IEEE},\n  note      = {in press}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021', 'https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf', event);\">\n    Optimising Boolean Synthetic Regulatory Networks to Control Cell States.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taou, N.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, 18(6): 2649–2658.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/TCBB.2020.2973636\"\n     onclick=\"log_download('taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021', 'https://doi.org/10.1109/TCBB.2020.2973636', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimising Boolean Synthetic Regulatory Networks to Control Cell States [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf\"\n     onclick=\"log_download('taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021', 'https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimising Boolean Synthetic Regulatory Networks to Control Cell States [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taou-lones-optimisingbooleansyntheticregulatorynetworkstocontrolcellstates-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{TaouLones2020_tcbb_rbncontrol,\n  author = {Taou, Nadia and Lones, Michael Adam},\n  title = {Optimising Boolean Synthetic Regulatory Networks to Control Cell States},\n  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n  year = {2021},\n  volume = {18},\n  number = {6},\n  pages = {2649--2658},\n  url_Link  = {https://doi.org/10.1109/TCBB.2020.2973636},\n  url = {https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hughes-lones-bedder-currie-smith-pownall-machinelearningdiscriminatesamovementdisorderinazebrafishmodelofparkinsonsdisease-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hughes, G. L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Bedder, M.; Currie, P. D.; Smith, S. L.;  and Pownall, M. E.\n</span>\n\n  \n\n</span>\n\n  <i>Disease Models & Mechanisms</i>, 13: dmm045815.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1242/dmm.045815\"\n     onclick=\"log_download('hughes-lones-bedder-currie-smith-pownall-machinelearningdiscriminatesamovementdisorderinazebrafishmodelofparkinsonsdisease-2020', 'http://doi.org/10.1242/dmm.045815', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hughes-lones-bedder-currie-smith-pownall-machinelearningdiscriminatesamovementdisorderinazebrafishmodelofparkinsonsdisease-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hughes-lones-bedder-currie-smith-pownall-machinelearningdiscriminatesamovementdisorderinazebrafishmodelofparkinsonsdisease-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Hughes2020_parkinsons_zebrafish_ML,\n  author    = {Hughes, G. L. and Lones, M. A. and Bedder, M. and Currie, P. D. and Smith, S. L. and Pownall, M. E.},\n  title     = {Machine learning discriminates a movement disorder in a zebrafish model of Parkinson&#x27;s disease},\n  journal   = {Disease Models {\\&amp;} Mechanisms},\n  volume    = {13},\n  pages     = {dmm045815},\n  year      = {2020},\n  doi       = {10.1242/dmm.045815}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"benhalem-lones-neuralguidedparticleswarmoptimization-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'benhalem-lones-neuralguidedparticleswarmoptimization-2020', 'https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf', event);\">\n    Neural-Guided Particle Swarm Optimization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Benhalem, A. M.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020)</i>,  2020. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf\"\n     onclick=\"log_download('benhalem-lones-neuralguidedparticleswarmoptimization-2020', 'https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Neural-Guided Particle Swarm Optimization [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC48606.2020.9185700\"\n     onclick=\"log_download('benhalem-lones-neuralguidedparticleswarmoptimization-2020', 'http://doi.org/10.1109/CEC48606.2020.9185700', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/benhalem-lones-neuralguidedparticleswarmoptimization-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('benhalem-lones-neuralguidedparticleswarmoptimization-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{BenhalemLones2019_neural_guided_pso,\n  author    = {Benhalem, Amani M. and Lones, Michael Adam},\n  title     = {Neural-Guided Particle Swarm Optimization},\n  booktitle = {Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020)},\n  year      = {2020},\n  publisher = {IEEE},\n  doi       = {10.1109/CEC48606.2020.9185700},\n  url       = {https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020', 'https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf', event);\">\n    Relative Robustness of Quantized Neural Networks Against Adversarial Attacks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Duncan, K.; Komendantskaya, E.; Stewart, R.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN 2020)</i>,  2020. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf\"\n     onclick=\"log_download('duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020', 'https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Relative Robustness of Quantized Neural Networks Against Adversarial Attacks [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC48606.2020.9185700\"\n     onclick=\"log_download('duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020', 'http://doi.org/10.1109/CEC48606.2020.9185700', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('duncan-komendantskaya-stewart-lones-relativerobustnessofquantizedneuralnetworksagainstadversarialattacks-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Duncan2020_relative_robustness_qnns,\n  author    = {Duncan, K. and Komendantskaya, E. and Stewart, R. and Lones, M. A.},\n  title     = {Relative Robustness of Quantized Neural Networks Against Adversarial Attacks},\n  booktitle = {Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN 2020)},\n  year      = {2020},\n  publisher = {IEEE},\n  doi       = {10.1109/CEC48606.2020.9185700},\n  url       = {https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-optimisingoptimiserswithpushgp-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/1910.00945\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-optimisingoptimiserswithpushgp-2020', 'https://arxiv.org/abs/1910.00945', event);\">\n    Optimising Optimisers with Push GP.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2020 European Conference on Genetic Programming (EuroGP)</i>, volume 12101, of <i>Lecture Notes in Computer Science</i>,  2020. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/1910.00945\"\n     onclick=\"log_download('lones-optimisingoptimiserswithpushgp-2020', 'https://arxiv.org/abs/1910.00945', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimising Optimisers with Push GP [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-030-44094-7_7\"\n     onclick=\"log_download('lones-optimisingoptimiserswithpushgp-2020', 'http://doi.org/10.1007/978-3-030-44094-7_7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-optimisingoptimiserswithpushgp-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-optimisingoptimiserswithpushgp-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2019arxiv_optimising_optimisers,\n  author    = {Lones, Michael Adam},\n  title     = {Optimising Optimisers with Push GP},\n  booktitle = {Proceedings of the 2020 European Conference on Genetic Programming (EuroGP)},\n  year      = {2020},\n  url_Link  = {https://arxiv.org/abs/1910.00945},\n  volume    = {12101},\n  series    = {Lecture Notes in Computer Science},\n  publisher = {Springer},\n  isbn      = {9783030440947},\n  doi       = {10.1007/978-3-030-44094-7_7},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020', 'https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf', event);\">\n    Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SN Computer Science</i>, 1: 49.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s42979-019-0050-8\"\n     onclick=\"log_download('lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020', 'https://doi.org/10.1007/s42979-019-0050-8', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf\"\n     onclick=\"log_download('lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020', 'https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-mitigatingmetaphorsacomprehensibleguidetorecentnatureinspiredalgorithms-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2019_mitigating_metaphors,\n  author = {Lones, Michael Adam},\n  title = {Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms},\n  journal = {SN Computer Science},\n  year = {2020},\n  volume = {1},\n  pages = {49},\n  url_Link  = {https://doi.org/10.1007/s42979-019-0050-8},\n  url = {https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-instructionleveldesignoflocaloptimisersusingpushgp-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/1905.10245\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-instructionleveldesignoflocaloptimisersusingpushgp-2019', 'https://arxiv.org/abs/1905.10245', event);\">\n    Instruction-Level Design of Local Optimisers using Push GP.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2019), Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA)</i>,  2019. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/1905.10245\"\n     onclick=\"log_download('lones-instructionleveldesignoflocaloptimisersusingpushgp-2019', 'https://arxiv.org/abs/1905.10245', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Instruction-Level Design of Local Optimisers using Push GP [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3319619.3326806\"\n     onclick=\"log_download('lones-instructionleveldesignoflocaloptimisersusingpushgp-2019', 'http://doi.org/10.1145/3319619.3326806', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-instructionleveldesignoflocaloptimisersusingpushgp-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-instructionleveldesignoflocaloptimisersusingpushgp-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2019gecco_pushgp_local_optimisers,\n  author    = {Lones, Michael Adam},\n  title     = {Instruction-Level Design of Local Optimisers using Push GP},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2019), Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA)},\n  year      = {2019},\n  publisher = {ACM},\n  doi       = {10.1145/3319619.3326806},\n  url_Link  = {https://arxiv.org/abs/1905.10245},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-tyrrell-trefzer-lones-evolutionaryacquisitionofcomplextraitsinartificialepigeneticnetworks-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; Tyrrell, A.; Trefzer, M.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 176: 17–26. Feb 2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2018.12.001\"\n     onclick=\"log_download('turner-tyrrell-trefzer-lones-evolutionaryacquisitionofcomplextraitsinartificialepigeneticnetworks-2019', 'http://doi.org/10.1016/j.biosystems.2018.12.001', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-tyrrell-trefzer-lones-evolutionaryacquisitionofcomplextraitsinartificialepigeneticnetworks-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-tyrrell-trefzer-lones-evolutionaryacquisitionofcomplextraitsinartificialepigeneticnetworks-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Turner2019biosystems_complex_traits,\n\tauthor\t= {Turner, Alexander and Tyrrell, Andrew and Trefzer, Martin and Lones, Michael},\n\ttitle\t= {Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks},\n\tjournal\t= {BioSystems},\n\tyear\t= {2019},\n\tmonth\t= {Feb},\n\tvolume\t= {176},\n\tpages\t= {17--26},\n\tdoi\t= {10.1016/j.biosystems.2018.12.001}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gao-smith-lones-jamieson-alty-cosgrove-zhang-liu-etal-objectiveassessmentofbradykinesiainparkinsonsdiseaseusingevolutionaryalgorithmsclinicalvalidation-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gao, C.; Smith, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Jamieson, S.; Alty, J.; Cosgrove, J.; Zhang, P.; Liu, J.; Chen, Y.; Du, J.; Cui, S.; Zhou, H.;  and Chen, S.\n</span>\n\n  \n\n</span>\n\n  <i>Translational Neurodegeneration</i>, 7: 18. Aug 2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1186/s40035-018-0124-x\"\n     onclick=\"log_download('gao-smith-lones-jamieson-alty-cosgrove-zhang-liu-etal-objectiveassessmentofbradykinesiainparkinsonsdiseaseusingevolutionaryalgorithmsclinicalvalidation-2018', 'http://doi.org/10.1186/s40035-018-0124-x', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gao-smith-lones-jamieson-alty-cosgrove-zhang-liu-etal-objectiveassessmentofbradykinesiainparkinsonsdiseaseusingevolutionaryalgorithmsclinicalvalidation-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gao-smith-lones-jamieson-alty-cosgrove-zhang-liu-etal-objectiveassessmentofbradykinesiainparkinsonsdiseaseusingevolutionaryalgorithmsclinicalvalidation-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Gao2018transneuro_bradykinesia,\n\tauthor\t= {Gao, Chao and Smith, Stephen and Lones, Michael and Jamieson, Stuart and Alty, Jane and Cosgrove, Jeremy and Zhang, Pingchen and Liu, Jin and Chen, Yimeng and Du, Juanjuan and Cui, Shishuang and Zhou, Haiyan and Chen, Shengdi},\n\ttitle\t= {Objective assessment of bradykinesia in Parkinson&#x27;s disease using evolutionary algorithms: clinical validation},\n\tjournal\t= {Translational Neurodegeneration},\n\tyear\t= {2018},\n\tmonth\t= {Aug},\n\tvolume\t= {7},\n\tpages\t= {18},\n\tdoi\t    = {10.1186/s40035-018-0124-x}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"corne-lones-evolutionaryalgorithms-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/1805.11014\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'corne-lones-evolutionaryalgorithms-2018', 'https://arxiv.org/abs/1805.11014', event);\">\n    Evolutionary algorithms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Corne, D. W.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Martí, R.; Panos, P.;  and Resende, M., editor(s), <i>Handbook of Heuristics</i>. Springer,  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/1805.11014\"\n     onclick=\"log_download('corne-lones-evolutionaryalgorithms-2018', 'https://arxiv.org/abs/1805.11014', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Evolutionary algorithms [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-07153-4_27-1\"\n     onclick=\"log_download('corne-lones-evolutionaryalgorithms-2018', 'http://doi.org/10.1007/978-3-319-07153-4_27-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/corne-lones-evolutionaryalgorithms-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('corne-lones-evolutionaryalgorithms-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{CorneLones2018evolutionary_algorithms,\n  author    = {Corne, David W. and Lones, Michael A.},\n  title     = {Evolutionary algorithms},\n  booktitle = {Handbook of Heuristics},\n  editor    = {Mart{\\&#x27;i}, R. and Panos, P. and Resende, M.},\n  year      = {2018},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-319-07153-4_27-1},\n  url_Link  = {https://arxiv.org/abs/1805.11014}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taou-corne-lones-investigatingtheuseofbooleannetworksforthecontrolofgeneregulatorynetworks-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Investigating the use of Boolean Networks for the Control of Gene Regulatory Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taou, N. S.; Corne, D. W.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Computational Science</i>, 26: 147-156.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.jocs.2018.04.012\"\n     onclick=\"log_download('taou-corne-lones-investigatingtheuseofbooleannetworksforthecontrolofgeneregulatorynetworks-2018', 'http://doi.org/10.1016/j.jocs.2018.04.012', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taou-corne-lones-investigatingtheuseofbooleannetworksforthecontrolofgeneregulatorynetworks-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taou-corne-lones-investigatingtheuseofbooleannetworksforthecontrolofgeneregulatorynetworks-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Taou2018jocs_booleannets,\n  author    = {Taou, N. S. and Corne, D. W., and Lones, Michael A.},\n  title     = {Investigating the use of Boolean Networks for the Control of Gene Regulatory Networks},\n  journal   = {Journal of Computational Science},\n  volume    = {26},\n  pages     = {147-156},\n  year      = {2018},\n  doi       = {10.1016/j.jocs.2018.04.012},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"galadepablo-armistead-peyman-bonthron-lones-smith-evans-biochemicalfingerprintofcolorectalcancercelllinesusinglabelfreelivesinglecellramanspectroscopy-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gala de Pablo, J.; Armistead, F. J.; Peyman, S. A.; Bonthron, D.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Smith, S. L.;  and Evans, S. D.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Raman Spectroscopy</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1002/jrs.5389\"\n     onclick=\"log_download('galadepablo-armistead-peyman-bonthron-lones-smith-evans-biochemicalfingerprintofcolorectalcancercelllinesusinglabelfreelivesinglecellramanspectroscopy-2018', 'http://doi.org/10.1002/jrs.5389', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/galadepablo-armistead-peyman-bonthron-lones-smith-evans-biochemicalfingerprintofcolorectalcancercelllinesusinglabelfreelivesinglecellramanspectroscopy-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('galadepablo-armistead-peyman-bonthron-lones-smith-evans-biochemicalfingerprintofcolorectalcancercelllinesusinglabelfreelivesinglecellramanspectroscopy-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{GalaDePablo2018jors_fingerprint_colorectal,\n  author    = {Gala de Pablo, J. and Armistead, F. J. and Peyman, S. A. and Bonthron, D. and Lones, M. A. and Smith, S. L. and Evans, S. D.},\n  title     = {Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy},\n  journal   = {Journal of Raman Spectroscopy},\n  year      = {2018},\n  doi       = {10.1002/jrs.5389},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taou-lones-towardsinvivogeneticprogrammingevolvingbooleannetworkstodeterminecellstates-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taou, N. S.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2018 European Conference on Genetic Programming (EuroGP)</i>, volume 10781, of <i>Lecture Notes in Computer Science</i>, pages 151-165,  2018. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-77553-1_10\"\n     onclick=\"log_download('taou-lones-towardsinvivogeneticprogrammingevolvingbooleannetworkstodeterminecellstates-2018', 'http://doi.org/10.1007/978-3-319-77553-1_10', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taou-lones-towardsinvivogeneticprogrammingevolvingbooleannetworkstodeterminecellstates-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taou-lones-towardsinvivogeneticprogrammingevolvingbooleannetworkstodeterminecellstates-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Taou2018eurogp,\n  author    = {Taou, Nadia Solime and Lones, Michael Adam},\n  title     = {Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States},\n  booktitle = {Proceedings of the 2018 European Conference on Genetic Programming (EuroGP)},\n  year      = {2018},\n  volume    = {10781},\n  series    = {Lecture Notes in Computer Science},\n  pages     = {151-165},\n  publisher = {Springer},\n  isbn      = {9783319775524},\n  doi       = {10.1007/978-3-319-77553-1_10},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lacy-smith-lones-usingechostatenetworksforclassificationacasestudyinparkinsonsdiseasediagnosis-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Using Echo State Networks for Classification: A Case Study in Parkinson’s Disease Diagnosis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lacy, S.; Smith, S. L.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence in Medicine</i>, 86: 53-59.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.artmed.2018.02.002\"\n     onclick=\"log_download('lacy-smith-lones-usingechostatenetworksforclassificationacasestudyinparkinsonsdiseasediagnosis-2018', 'http://doi.org/10.1016/j.artmed.2018.02.002', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lacy-smith-lones-usingechostatenetworksforclassificationacasestudyinparkinsonsdiseasediagnosis-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lacy-smith-lones-usingechostatenetworksforclassificationacasestudyinparkinsonsdiseasediagnosis-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lacy2018medinai_esn_parkinsons,\n  author    = {Lacy, S. and Smith, Stephen L. and Lones, Michael A.},\n  title     = {Using Echo State Networks for Classification: A Case Study in Parkinson’s Disease Diagnosis},\n  journal   = {Artificial Intelligence in Medicine},\n  year      = {2018},\n  volume    = {86},\n  pages     = {53-59},\n  doi       = {10.1016/j.artmed.2018.02.002},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-319-67997-6_12\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017', 'https://doi.org/10.1007/978-3-319-67997-6_12', event);\">\n    Medical Applications of Cartesian Genetic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Smith, S. L.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Stepney, S.;  and Adamatzky, A., editor(s), <i>Inspired by Nature</i>, pages 247-266. Springer,  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-319-67997-6_12\"\n     onclick=\"log_download('smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017', 'https://doi.org/10.1007/978-3-319-67997-6_12', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Medical Applications of Cartesian Genetic Programming [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-67997-6_12\"\n     onclick=\"log_download('smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017', 'http://doi.org/10.1007/978-3-319-67997-6_12', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('smith-lones-medicalapplicationsofcartesiangeneticprogramming-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{Smith2017cgp_medical,\n  author    = {Smith, Stephen L. and Lones, Michael A.},\n  editor    = {Stepney, Susan and Adamatzky, Andrew},\n  title     = {Medical Applications of Cartesian Genetic Programming},\n  booktitle = {Inspired by Nature},\n  year      = {2017},\n  publisher = {Springer},\n  pages     = {247-266},\n  isbn      = {978-3-319-67997-6},\n  doi       = {10.1007/978-3-319-67997-6_12},\n  url       = {https://doi.org/10.1007/978-3-319-67997-6_12}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s10916-017-0811-7\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017', 'https://doi.org/10.1007/s10916-017-0811-7', event);\">\n    A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Alty, J. E.; Cosgrove, J.; Duggan-Carter, P.; Jamieson, S.; Naylor, R. F.; Turner, A. J.;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Medical Systems</i>, 41(11): 176.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s10916-017-0811-7\"\n     onclick=\"log_download('lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017', 'https://doi.org/10.1007/s10916-017-0811-7', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson&#x27;s Dyskinesia [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s10916-017-0811-7\"\n     onclick=\"log_download('lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017', 'http://doi.org/10.1007/s10916-017-0811-7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-alty-cosgrove-duggancarter-jamieson-naylor-turner-smith-anewevolutionaryalgorithmbasedhomemonitoringdeviceforparkinsonsdyskinesia-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2017jocs_dyskinesia,\n  author    = {Lones, Michael A. and Alty, Jane E. and Cosgrove, Jeremy and Duggan-Carter, Philippa and Jamieson, Stuart and Naylor, Rebecca F. and Turner, Andrew J. and Smith, Stephen L.},\n  title     = {A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson&#x27;s Dyskinesia},\n  journal   = {Journal of Medical Systems},\n  year      = {2017},\n  volume    = {41},\n  number    = {11},\n  pages     = {176},\n  issn      = {1573-689X},\n  doi       = {10.1007/s10916-017-0811-7},\n  url       = {https://doi.org/10.1007/s10916-017-0811-7}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-alty-cosgrove-jamieson-smith-goingthroughdirectionalchangesevolvinghumanmovementclassifiersusinganeventbasedencoding-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Alty, J.; Cosgrove, J.; Jamieson, S.;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), Workshop on Medical Applications (MedGEC)</i>,  2017. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3067695.3082490\"\n     onclick=\"log_download('lones-alty-cosgrove-jamieson-smith-goingthroughdirectionalchangesevolvinghumanmovementclassifiersusinganeventbasedencoding-2017', 'http://doi.org/10.1145/3067695.3082490', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-alty-cosgrove-jamieson-smith-goingthroughdirectionalchangesevolvinghumanmovementclassifiersusinganeventbasedencoding-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-alty-cosgrove-jamieson-smith-goingthroughdirectionalchangesevolvinghumanmovementclassifiersusinganeventbasedencoding-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2017medgec,\n  author    = {Lones, {Michael Adam} and Alty, {Jane E.} and Jeremy Cosgrove and Stuart Jamieson and Smith, {Stephen L.}},\n  title     = {Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), Workshop on Medical Applications (MedGEC)},\n  year      = {2017},\n  publisher = {ACM},\n  doi       = {10.1145/3067695.3082490}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017', 'http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf', event);\">\n    Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A. P.; Caves, L. S. D.; Stepney, S.; Tyrrell, A. M.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Neural Networks and Learning Systems</i>, 28(1): 218-230.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf\"\n     onclick=\"log_download('turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017', 'http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TNNLS.2015.2497142\"\n     onclick=\"log_download('turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017', 'http://doi.org/10.1109/TNNLS.2015.2497142', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-caves-stepney-tyrrell-lones-artificialepigeneticnetworksautomaticdecompositionofdynamicalcontroltasksusingtopologicalselfmodification-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Turner2017tnnls,\n  author  = {Turner, A. P. and Caves, L. S. D. and Stepney, S. and Tyrrell, A. M. and Lones, M. A.},\n  title   = {Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification},\n  journal = {IEEE Transactions on Neural Networks and Learning Systems},\n  volume  = {28},\n  number  = {1},\n  pages   = {218-230},\n  year    = {2017},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf},\n  doi     = {10.1109/TNNLS.2015.2497142}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-computingwithartificialgeneregulatorynetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Computing with Artificial Gene Regulatory Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Iba, H.;  and Noman, N., editor(s), <i>Evolutionary Computation in Gene Regulatory Network Research</i>, pages 398-424. John Wiley & Sons, Inc.,  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1002/9781119079453.ch15\"\n     onclick=\"log_download('lones-computingwithartificialgeneregulatorynetworks-2016', 'http://doi.org/10.1002/9781119079453.ch15', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-computingwithartificialgeneregulatorynetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-computingwithartificialgeneregulatorynetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection {Lones2016computing_with_agrns,\n  title     = {Computing with Artificial Gene Regulatory Networks},\n  author    = {Lones, Michael A.},\n  publisher = {John Wiley &amp; Sons, Inc.},\n  doi       = {10.1002/9781119079453.ch15},\n  pages     = {398-424},\n  booktitle = {Evolutionary Computation in Gene Regulatory Network Research},\n  editor    = {Iba, Hitoshi and Noman, Nasimul},\n  year      = {2016},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016', 'https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf', event);\">\n    Developing a new home monitoring device for dyskinesia in Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J. E.; Cosgrove, J.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Smith, S. L.; Possin, K.; Schuff, N;  and Jamieson, S.\n</span>\n\n  \n\n</span>\n\n  In <i>International Parkinson and Movement Disorders Society 20th Congress</i>, Berlin, Germany,  2016. \n  <span class=\"note\">Published in Movement Disorders 31 Suppl 2</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.mdsabstracts.org/abstract/developing-a-new-home-monitoring-device-for-dyskinesia-in-parkinsons-disease/\"\n     onclick=\"log_download('alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016', 'http://www.mdsabstracts.org/abstract/developing-a-new-home-monitoring-device-for-dyskinesia-in-parkinsons-disease/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Developing a new home monitoring device for dyskinesia in Parkinson&#x27;s disease [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf\"\n     onclick=\"log_download('alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016', 'https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Developing a new home monitoring device for dyskinesia in Parkinson&#x27;s disease [pdf]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-cosgrove-lones-smith-possin-schuff-jamieson-developinganewhomemonitoringdevicefordyskinesiainparkinsonsdisease-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2016mds_homemonitoring,\n  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},\n  title     = {Developing a new home monitoring device for dyskinesia in Parkinson&#x27;s disease},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Link  = {http://www.mdsabstracts.org/abstract/developing-a-new-home-monitoring-device-for-dyskinesia-in-parkinsons-disease/},\n  url_Poster= {https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016', 'http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/', event);\">\n    Clinically `slight' bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J. E.; Cosgrove, J.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Smith, S. L.; Possin, K.; Schuff, N;  and Jamieson, S.\n</span>\n\n  \n\n</span>\n\n  In <i>International Parkinson and Movement Disorders Society 20th Congress</i>, Berlin, Germany,  2016. \n  <span class=\"note\">Published in Movement Disorders 31 Suppl 2</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/\"\n     onclick=\"log_download('alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016', 'http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Clinically &#x60;slight&#x27; bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period\"\n     onclick=\"log_download('alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016', 'https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Clinically &#x60;slight&#x27; bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-cosgrove-lones-smith-possin-schuff-jamieson-clinicallyslightbradykinesiainparkinsonsdiseaseisaccuratelydetectedusingevolutionarycomputationanalysisoffingertapping-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2016mds_fingertapping,\n  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},\n  title     = {Clinically &#x60;slight&#x27; bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Link  = {http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/},\n  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cosgrove-picardi-smith-lones-jamieson-alty-howdoescognitionaffectreachinginparkinsonsdisease-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cosgrove-picardi-smith-lones-jamieson-alty-howdoescognitionaffectreachinginparkinsonsdisease-2016', 'https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease', event);\">\n    How does cognition affect reaching in Parkinson's disease?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cosgrove, J.; Picardi, C.; Smith, S. L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Jamieson, D. R. S.;  and Alty, J. E.\n</span>\n\n  \n\n</span>\n\n  In <i>International Parkinson and Movement Disorders Society 20th Congress</i>, Berlin, Germany,  2016. \n  <span class=\"note\">Published in Movement Disorders 31 Suppl 2</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease\"\n     onclick=\"log_download('cosgrove-picardi-smith-lones-jamieson-alty-howdoescognitionaffectreachinginparkinsonsdisease-2016', 'https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"How does cognition affect reaching in Parkinson&#x27;s disease? [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cosgrove-picardi-smith-lones-jamieson-alty-howdoescognitionaffectreachinginparkinsonsdisease-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cosgrove-picardi-smith-lones-jamieson-alty-howdoescognitionaffectreachinginparkinsonsdisease-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Cosgrove2016mds_reaching,\n  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},\n  title     = {How does cognition affect reaching in Parkinson&#x27;s disease?},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Poster= {https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016', 'https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease', event);\">\n    Investigating the relationship between reaction time and cognition in Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cosgrove, J.; Picardi, C.; Smith, S. L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Jamieson, D. R. S.;  and Alty, J. E.\n</span>\n\n  \n\n</span>\n\n  In <i>International Parkinson and Movement Disorders Society 20th Congress</i>, Berlin, Germany,  2016. \n  <span class=\"note\">Published in Movement Disorders 31 Suppl 2</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease\"\n     onclick=\"log_download('cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016', 'https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Investigating the relationship between reaction time and cognition in Parkinson&#x27;s disease [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cosgrove-picardi-smith-lones-jamieson-alty-investigatingtherelationshipbetweenreactiontimeandcognitioninparkinsonsdisease-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Cosgrove2016mds_reactiontime,\n  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},\n  title     = {Investigating the relationship between reaction time and cognition in Parkinson&#x27;s disease},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Poster= {https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taou-corne-lones-evolvingbooleannetworksforbiologicalcontrolstatespacetargetinginscalefreebooleannetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taou, N.; Corne, D.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)</i>,  2016. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CIBCB.2016.7758125\"\n     onclick=\"log_download('taou-corne-lones-evolvingbooleannetworksforbiologicalcontrolstatespacetargetinginscalefreebooleannetworks-2016', 'http://doi.org/10.1109/CIBCB.2016.7758125', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taou-corne-lones-evolvingbooleannetworksforbiologicalcontrolstatespacetargetinginscalefreebooleannetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taou-corne-lones-evolvingbooleannetworksforbiologicalcontrolstatespacetargetinginscalefreebooleannetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Taou2017cibcb,\n  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},\n  title     = {Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks},\n  booktitle = {2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)},\n  year      = {2016},\n  publisher = {IEEE},\n  doi       = {10.1109/CIBCB.2016.7758125},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vallejo-jamieson-cosgrove-smith-lones-alty-corne-exploringdiagnosticmodelsofparkinsonsdiseasewithmultiobjectiveregression-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Exploring diagnostic models of Parkinson's disease with multi-objective regression.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vallejo, M.; Jamieson, S.; Cosgrove, J.; Smith, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Alty, J.;  and Corne, D.\n</span>\n\n  \n\n</span>\n\n  In <i>2016 IEEE Symposium Series on Computational Intelligence</i>,  2016. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/SSCI.2016.7849884\"\n     onclick=\"log_download('vallejo-jamieson-cosgrove-smith-lones-alty-corne-exploringdiagnosticmodelsofparkinsonsdiseasewithmultiobjectiveregression-2016', 'http://doi.org/10.1109/SSCI.2016.7849884', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vallejo-jamieson-cosgrove-smith-lones-alty-corne-exploringdiagnosticmodelsofparkinsonsdiseasewithmultiobjectiveregression-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vallejo-jamieson-cosgrove-smith-lones-alty-corne-exploringdiagnosticmodelsofparkinsonsdiseasewithmultiobjectiveregression-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Vallejo2016ssci,\n  author    = {Marta Vallejo and Stuart Jamieson and Jeremy Cosgrove and Smith, {Stephen L.} and Lones, {Michael Adam} and Alty, {Jane E.} and David Corne},\n  title     = {Exploring diagnostic models of Parkinson&#x27;s disease with multi-objective regression},\n  booktitle = {2016 IEEE Symposium Series on Computational Intelligence},\n  year      = {2016},\n  publisher = {IEEE},\n  doi       = {10.1109/SSCI.2016.7849884},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-lones-trefzer-smith-jamieson-alty-cosgrove-tyrrell-usingepigeneticnetworksfortheanalysisofmovementassociatedwithlevodopatherapyforparkinsonsdisease-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Trefzer, M.; Smith, S.; Jamieson, S.; Alty, J.; Cosgrove, J.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 146: 35-42.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2016.05.005\"\n     onclick=\"log_download('turner-lones-trefzer-smith-jamieson-alty-cosgrove-tyrrell-usingepigeneticnetworksfortheanalysisofmovementassociatedwithlevodopatherapyforparkinsonsdisease-2016', 'http://doi.org/10.1016/j.biosystems.2016.05.005', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-lones-trefzer-smith-jamieson-alty-cosgrove-tyrrell-usingepigeneticnetworksfortheanalysisofmovementassociatedwithlevodopatherapyforparkinsonsdisease-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-lones-trefzer-smith-jamieson-alty-cosgrove-tyrrell-usingepigeneticnetworksfortheanalysisofmovementassociatedwithlevodopatherapyforparkinsonsdisease-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Turner2016biosystems,\n  author    = {Turner, {Alexander P.} and Lones, {Michael A.} and Trefzer, {Martin A.} and Smith, {Stephen L.} and Stuart Jamieson and Alty, {Jane E.} and Jeremy Cosgrove and Tyrrell, {Andy M.}},\n  title     = {Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson&#x27;s disease},\n  journal   = {BioSystems},\n  year      = {2016},\n  volume    = {146},\n  pages     = {35-42},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2016.05.005},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taou-corne-lones-towardsintelligentbiologicalcontrolcontrollingbooleannetworkswithbooleannetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taou, N.; Corne, D.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  In Squillero, G.;  and Burelli, P., editor(s), <i>Applications of Evolutionary Computation (EvoComplex 2016)</i>, volume 9597, of <i>Lecture Notes in Computer Science</i>, pages 351-362, 3 2016. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-31204-0_23\"\n     onclick=\"log_download('taou-corne-lones-towardsintelligentbiologicalcontrolcontrollingbooleannetworkswithbooleannetworks-2016', 'http://doi.org/10.1007/978-3-319-31204-0_23', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taou-corne-lones-towardsintelligentbiologicalcontrolcontrollingbooleannetworkswithbooleannetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taou-corne-lones-towardsintelligentbiologicalcontrolcontrollingbooleannetworkswithbooleannetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Taou2016evocomplex,\n  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},\n  title     = {Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks},\n  booktitle = {Applications of Evolutionary Computation (EvoComplex 2016)},\n  year      = {2016},\n  editor    = {Giovanni Squillero and Paolo Burelli},\n  volume    = {9597},\n  series    = {Lecture Notes in Computer Science},\n  pages     = {351-362},\n  month     = {3},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-319-31204-0_23},\n  isbn      = {9783319312033},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vallejo-cosgrove-alty-jamieson-smith-corne-lones-amultiobjectiveapproachtopredictingmotorandcognitivedeficitinparkinsonsdiseasepatients-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A multi-objective approach to predicting motor and cognitive deficit in Parkinson's disease patients.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vallejo, M.; Cosgrove, J.; Alty, J.; Jamieson, S.; Smith, S.; Corne, D.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), Workshop on Medical Applications (MedGEC)</i>, pages 1369-1376,  2016. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2908961.2931731\"\n     onclick=\"log_download('vallejo-cosgrove-alty-jamieson-smith-corne-lones-amultiobjectiveapproachtopredictingmotorandcognitivedeficitinparkinsonsdiseasepatients-2016', 'http://doi.org/10.1145/2908961.2931731', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vallejo-cosgrove-alty-jamieson-smith-corne-lones-amultiobjectiveapproachtopredictingmotorandcognitivedeficitinparkinsonsdiseasepatients-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vallejo-cosgrove-alty-jamieson-smith-corne-lones-amultiobjectiveapproachtopredictingmotorandcognitivedeficitinparkinsonsdiseasepatients-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Vallejo2016medgec,\n  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Stuart Jamieson and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael Adam}},\n  title     = {A multi-objective approach to predicting motor and cognitive deficit in Parkinson&#x27;s disease patients},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), Workshop on Medical Applications (MedGEC)},\n  year      = {2016},\n  pages     = {1369-1376},\n  publisher = {ACM},\n  doi       = {10.1145/2908961.2931731},\n  isbn      = {9781450343237},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vallejo-cosgrove-alty-smith-corne-lones-usingmultiobjectiveevolutionaryalgorithmstounderstandparkinsonsdisease-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Using multiobjective evolutionary algorithms to understand Parkinson's disease.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vallejo, M.; Cosgrove, J.; Alty, J.; Smith, S.; Corne, D.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016)</i>, pages 13-14,  2016. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2908961.2909026\"\n     onclick=\"log_download('vallejo-cosgrove-alty-smith-corne-lones-usingmultiobjectiveevolutionaryalgorithmstounderstandparkinsonsdisease-2016', 'http://doi.org/10.1145/2908961.2909026', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vallejo-cosgrove-alty-smith-corne-lones-usingmultiobjectiveevolutionaryalgorithmstounderstandparkinsonsdisease-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vallejo-cosgrove-alty-smith-corne-lones-usingmultiobjectiveevolutionaryalgorithmstounderstandparkinsonsdisease-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Vallejo2016gecco,\n  pages     = {13-14},\n  title     = {Using multiobjective evolutionary algorithms to understand Parkinson&#x27;s disease},\n  publisher = {ACM},\n  year      = {2016},\n  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael A.}},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016)},\n  doi       = {10.1145/2908961.2909026},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"harris-lones-wilson-upile-leong-lesser-apreliminarystudyintheuseofdataminingtodeterminepatientsurvivalintemporalbonesquamouscellcarcinoma-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://ahns.jnabstracts.com/2015/Detail?ID=65584\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'harris-lones-wilson-upile-leong-lesser-apreliminarystudyintheuseofdataminingtodeterminepatientsurvivalintemporalbonesquamouscellcarcinoma-2015', 'http://ahns.jnabstracts.com/2015/Detail?ID=65584', event);\">\n    A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Harris, A. T.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Wilson, J.; Upile, N.; Leong, S. C.;  and Lesser, T. H. J.\n</span>\n\n  \n\n</span>\n\n  In <i>American Head and Neck Society Annual Meeting</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://ahns.jnabstracts.com/2015/Detail?ID=65584\"\n     onclick=\"log_download('harris-lones-wilson-upile-leong-lesser-apreliminarystudyintheuseofdataminingtodeterminepatientsurvivalintemporalbonesquamouscellcarcinoma-2015', 'http://ahns.jnabstracts.com/2015/Detail?ID=65584', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/harris-lones-wilson-upile-leong-lesser-apreliminarystudyintheuseofdataminingtodeterminepatientsurvivalintemporalbonesquamouscellcarcinoma-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('harris-lones-wilson-upile-leong-lesser-apreliminarystudyintheuseofdataminingtodeterminepatientsurvivalintemporalbonesquamouscellcarcinoma-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Harris2015ahns,\n  author    = {A. T. Harris and M. A. Lones and J. Wilson and N. Upile and S. C. Leong and T. H. J. Lesser},\n  title     = {A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma},\n  booktitle = {American Head and Neck Society Annual Meeting},\n  year      = {2015},\n  url_Link  = {http://ahns.jnabstracts.com/2015/Detail?ID=65584}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015', 'http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf', event);\">\n    Computational approaches for understanding the diagnosis and treatment of Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Smith, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Bedder, M.; Alty, J.; Cosgrove, J.; Maguire, R.; Pownall, M.; Ivanoiu, D.; Lyle, C.; Cording, A.;  and Elliott, C.\n</span>\n\n  \n\n</span>\n\n  <i>IET Systems Biology</i>, 9(6): 226-233.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf\"\n     onclick=\"log_download('smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015', 'http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Computational approaches for understanding the diagnosis and treatment of Parkinson&#x27;s disease [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1049/iet-syb.2015.0030\"\n     onclick=\"log_download('smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015', 'http://doi.org/10.1049/iet-syb.2015.0030', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('smith-lones-bedder-alty-cosgrove-maguire-pownall-ivanoiu-etal-computationalapproachesforunderstandingthediagnosisandtreatmentofparkinsonsdisease-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Smith2015ietsystemsbiology,\n  author    = {Smith, {Stephen L.} and Lones, {Michael Adam} and Matthew Bedder and Alty, {Jane E} and Jeremy Cosgrove and Richard Maguire and Mary Pownall and Diana Ivanoiu and Camille Lyle and Amy Cording and Elliott, {Christopher J. H.}},\n  title     = {Computational approaches for understanding the diagnosis and treatment of Parkinson&#x27;s disease},\n  journal   = {IET Systems Biology},\n  year      = {2015},\n  volume    = {9},\n  number    = {6},\n  pages     = {226-233},\n  issn      = {1751-8849},\n  doi       = {10.1049/iet-syb.2015.0030},\n  url       = {http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-lacy-smith-evolvingensembleswhatcanwelearnfrombiologicalmutualisms-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolving Ensembles: What Can We Learn from Biological Mutualisms?.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Lacy, S.;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Tyrrell, A.; Smith, S.;  and Fogel, G., editor(s), <i>Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)</i>, volume 9303, of <i>Lecture Notes in Computer Science</i>, pages 52-60,  2015. Springer International Publishing\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-23108-2_5\"\n     onclick=\"log_download('lones-lacy-smith-evolvingensembleswhatcanwelearnfrombiologicalmutualisms-2015', 'http://doi.org/10.1007/978-3-319-23108-2_5', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-lacy-smith-evolvingensembleswhatcanwelearnfrombiologicalmutualisms-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-lacy-smith-evolvingensembleswhatcanwelearnfrombiologicalmutualisms-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2015ipcat,\n  pages     = {52-60},\n  title     = {Evolving Ensembles: What Can We Learn from Biological Mutualisms?},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Lones, {Michael Adam} and Lacy, {Stuart E.} and Smith, {Stephen L.}},\n  editor    = {Lones, {Michael } and Andy Tyrrell and Smith, {Stephen } and Fogel, {Gary }},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  doi       = {10.1007/978-3-319-23108-2_5},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fuente-lones-crook-oldescheper-harmonicversuschaoscontrolledoscillatorsinhexapedallocomotion-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Harmonic versus Chaos Controlled Oscillators in Hexapedal Locomotion.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fuente, L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Crook, N.;  and Olde Scheper, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)</i>, volume 9303, of <i>Lecture Notes in Computer Science</i>, pages 114-127,  2015. Springer International Publishing\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-23108-2_10\"\n     onclick=\"log_download('fuente-lones-crook-oldescheper-harmonicversuschaoscontrolledoscillatorsinhexapedallocomotion-2015', 'http://doi.org/10.1007/978-3-319-23108-2_10', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fuente-lones-crook-oldescheper-harmonicversuschaoscontrolledoscillatorsinhexapedallocomotion-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fuente-lones-crook-oldescheper-harmonicversuschaoscontrolledoscillatorsinhexapedallocomotion-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Fuente2015ipcat,\n  pages     = {114-127},\n  title     = {Harmonic versus Chaos Controlled Oscillators in Hexapedal Locomotion},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Fuente, {Luis A} and Lones, {Michael Adam} and Nigel Crook and {Olde Scheper}, Tjeerd},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {9783319231075},\n  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  doi       = {10.1007/978-3-319-23108-2_10},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"smith-lones-devicetodeterminevisuospatialability-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Device to Determine Visuo-Spatial Ability.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Smith, S.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n   2015.\n  <span class=\"note\">US2015164402 A1; G09B 19/00</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/smith-lones-devicetodeterminevisuospatialability-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('smith-lones-devicetodeterminevisuospatialability-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Misc{Smith2015patent,\n  author = {Stephen Smith and Lones, {Michael Adam}},\n  title  = {Device to Determine Visuo-Spatial Ability},\n  year   = {2015},\n  note   = {US2015164402 A1; G09B 19/00},\n  type   = {Patent},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lacy-lones-smith-acomparisonofevolvedlinearandnonlinearensemblevoteaggregators-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Comparison of Evolved Linear and Non-Linear Ensemble Vote Aggregators.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lacy, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In pages 758-763,  2015. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2015.7256962\"\n     onclick=\"log_download('lacy-lones-smith-acomparisonofevolvedlinearandnonlinearensemblevoteaggregators-2015', 'http://doi.org/10.1109/CEC.2015.7256962', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lacy-lones-smith-acomparisonofevolvedlinearandnonlinearensemblevoteaggregators-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lacy-lones-smith-acomparisonofevolvedlinearandnonlinearensemblevoteaggregators-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lacy2015cec,\n  pages     = {758-763},\n  title     = {A Comparison of Evolved Linear and Non-Linear Ensemble Vote Aggregators},\n  publisher = {IEEE},\n  year      = {2015},\n  author    = {Stuart Lacy and Lones, {Michael Adam} and Smith, {Stephen L}},\n  journal   = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},\n  doi       = {10.1109/CEC.2015.7256962}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-lones-trefzer-tyrrell-evolvingefficientsolutionstocomplexproblemsusingtheartificialepigeneticnetwork-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Trefzer, M.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Information Processing in Cells and Tissues</i>, volume 9303, of <i>Lecture Notes in Computer Science</i>, pages 153-165,  2015. Springer International Publishing\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-23108-2_13\"\n     onclick=\"log_download('turner-lones-trefzer-tyrrell-evolvingefficientsolutionstocomplexproblemsusingtheartificialepigeneticnetwork-2015', 'http://doi.org/10.1007/978-3-319-23108-2_13', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-lones-trefzer-tyrrell-evolvingefficientsolutionstocomplexproblemsusingtheartificialepigeneticnetwork-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-lones-trefzer-tyrrell-evolvingefficientsolutionstocomplexproblemsusingtheartificialepigeneticnetwork-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Turner2015ipcat,\n  pages     = {153-165},\n  title     = {Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Turner, {Alexander P} and Lones, {Michael Adam} and Martin Trefzer and Tyrrell, {Andy M}},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  booktitle = {Information Processing in Cells and Tissues},\n  doi       = {10.1007/978-3-319-23108-2_13},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lacy-lones-smith-formingclassifierensembleswithmultimodalevolutionaryalgorithms-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Forming classifier ensembles with multimodal Evolutionary Algorithms.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lacy, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)</i>, pages 723-729,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2015.7256962\"\n     onclick=\"log_download('lacy-lones-smith-formingclassifierensembleswithmultimodalevolutionaryalgorithms-2015', 'http://doi.org/10.1109/CEC.2015.7256962', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lacy-lones-smith-formingclassifierensembleswithmultimodalevolutionaryalgorithms-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lacy-lones-smith-formingclassifierensembleswithmultimodalevolutionaryalgorithms-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lacy2015cec,\n  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},\n  title   = {Forming classifier ensembles with multimodal Evolutionary Algorithms},\n  booktitle = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},\n  year    = {2015},\n  pages   = {723-729},\n  doi     = {10.1109/CEC.2015.7256962}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-smith-fogel-informationprocessingincellsandtissues10thinternationalconferenceipcat2015sandiegocausaseptember14162015proceedings-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Information Processing in Cells and Tissues: 10th International Conference, IPCAT 2015, San Diego, CA, USA, September 14-16, 2015, Proceedings.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Tyrrell, A.; Smith, S.;  and Fogel, G.\n</span>\n\n  \n\n</span>\n\n  Volume 9303 of Lecture Notes in Computer ScienceSpringer International Publishing,  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007%2F978-3-319-23108-2\"\n     onclick=\"log_download('lones-tyrrell-smith-fogel-informationprocessingincellsandtissues10thinternationalconferenceipcat2015sandiegocausaseptember14162015proceedings-2015', 'http://doi.org/10.1007%2F978-3-319-23108-2', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-smith-fogel-informationprocessingincellsandtissues10thinternationalconferenceipcat2015sandiegocausaseptember14162015proceedings-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-smith-fogel-informationprocessingincellsandtissues10thinternationalconferenceipcat2015sandiegocausaseptember14162015proceedings-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Book{Lones2015lncs,\n  title     = {Information Processing in Cells and Tissues: 10th International Conference, IPCAT 2015, San Diego, CA, USA, September 14-16, 2015, Proceedings},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Lones, {Michael Adam} and Tyrrell, {Andy M} and Smith, {Stephen L.} and Gary Fogel},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  doi       = {10.1007%2F978-3-319-23108-2},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-medicalapplicationsofevolvablehardware-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Medical applications of evolvable hardware.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Evolvable Hardware: From Practice to Application</i>, pages 253-271. Springer,  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-662-44616-4_10\"\n     onclick=\"log_download('lones-smith-medicalapplicationsofevolvablehardware-2015', 'http://doi.org/10.1007/978-3-662-44616-4_10', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-medicalapplicationsofevolvablehardware-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-medicalapplicationsofevolvablehardware-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{Lones2015eh,\n  author  = {Lones, M.A. and Smith, S.L.},\n  title   = {Medical applications of evolvable hardware},\n  booktitle = {Evolvable Hardware: From Practice to Application},\n  year    = {2015},\n  publisher = {Springer},\n  pages   = {253-271},\n  doi     = {10.1007/978-3-662-44616-4_10}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014', 'https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results', event);\">\n    Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J. E.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Duggan-Carter, P.; Turner, A. J.; Cosgrove, J.; Jamieson, D. R. S.;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  In <i>International Parkinson and Movement Disorders Society 20th Congress</i>, York, UK,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results\"\n     onclick=\"log_download('alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014', 'https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Developing a new device for prolonged home monitoring of Parkinson&#x27;s dyskinesia: provisional results [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-lones-duggancarter-turner-cosgrove-jamieson-smith-developinganewdeviceforprolongedhomemonitoringofparkinsonsdyskinesiaprovisionalresults-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2014parkinsonsuk,\n  author    = {Alty, J. E. and Lones, M. A. and Duggan-Carter, P. and Turner, A. J. and Cosgrove, J. and Jamieson, D. R. S. and Smith, S. L.},\n  title     = {Developing a new device for prolonged home monitoring of Parkinson&#x27;s dyskinesia: provisional results},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {York, UK},\n  year      = {2014},\n  url_Poster= {https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf', event);\">\n    Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Smith, S.; Alty, J.; Lacy, S.; Possin, K.; Jamieson, S.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Evolutionary Computation</i>, 18(4): 559-576.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf\"\n     onclick=\"log_download('lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TEVC.2013.2281532\"\n     onclick=\"log_download('lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014', 'http://doi.org/10.1109/TEVC.2013.2281532', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-alty-lacy-possin-jamieson-tyrrell-evolvingclassifierstorecognisethemovementcharacteristicsofparkinsonsdiseasepatients-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2014tevc_pd,\n  author    = {Lones, {Michael A} and Smith, {Stephen L} and Alty, {Jane E} and Stuart Lacy and Katherine Possin and Stuart Jamieson and Tyrrell, {Andy M}},\n  title     = {Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients},\n  journal   = {IEEE Transactions on Evolutionary Computation},\n  year      = {2014},\n  volume    = {18},\n  number    = {4},\n  pages     = {559-576},\n  issn      = {1089-778X},\n  doi       = {10.1109/TEVC.2013.2281532},\n  publisher = {IEEE},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf', event);\">\n    Artificial biochemical networks: Evolving dynamical systems to control dynamical systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Fuente, L.; Turner, A.; Caves, L.; Stepney, S.; Smith, S.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Evolutionary Computation</i>, 18(2): 145-166.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf\"\n     onclick=\"log_download('lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Artificial biochemical networks: Evolving dynamical systems to control dynamical systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TEVC.2013.2243732\"\n     onclick=\"log_download('lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014', 'http://doi.org/10.1109/TEVC.2013.2243732', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-fuente-turner-caves-stepney-smith-tyrrell-artificialbiochemicalnetworksevolvingdynamicalsystemstocontroldynamicalsystems-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2014tevc_abn,\n  author    = {Michael Lones and Fuente, {Luis A} and Turner, {Alexander P.} and Caves, {Leo S.D.} and Susan Stepney and Smith, {Stephen L.} and Tyrrell, {Andy M.}},\n  title     = {Artificial biochemical networks: Evolving dynamical systems to control dynamical systems},\n  journal   = {IEEE Transactions on Evolutionary Computation},\n  year      = {2014},\n  volume    = {18},\n  number    = {2},\n  pages     = {145-166},\n  issn      = {1089-778X},\n  doi       = {10.1109/TEVC.2013.2243732},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf},\n  publisher = {IEEE},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-metaheuristicsinnatureinspiredalgorithms-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-metaheuristicsinnatureinspiredalgorithms-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf', event);\">\n    Metaheuristics in nature-inspired algorithms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Metaheuristic Design Patterns (MetaDeeP)</i>, pages 1419-1422,  2014. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf\"\n     onclick=\"log_download('lones-metaheuristicsinnatureinspiredalgorithms-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Metaheuristics in nature-inspired algorithms [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2598394.2609841\"\n     onclick=\"log_download('lones-metaheuristicsinnatureinspiredalgorithms-2014', 'http://doi.org/10.1145/2598394.2609841', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-metaheuristicsinnatureinspiredalgorithms-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-metaheuristicsinnatureinspiredalgorithms-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2014metadeep,\n  pages     = {1419-1422},\n  title     = {Metaheuristics in nature-inspired algorithms},\n  publisher = {ACM},\n  year      = {2014},\n  author    = {Lones, {Michael A.}},\n  isbn      = {9781450328814},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Metaheuristic Design Patterns (MetaDeeP)},\n  doi       = {10.1145/2598394.2609841},\n  publisher = {ACM},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf', event);\">\n    Classification and characterisation of movement patterns during levodopa therapy for Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Turner, A.; Alty, J.; Jamieson, D.; Duggan-Carter, P.;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Medical Applications (MedGEC)</i>, pages 1321-1327,  2014. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf\"\n     onclick=\"log_download('lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Classification and characterisation of movement patterns during levodopa therapy for Parkinson&#x27;s disease [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2598394.2609852\"\n     onclick=\"log_download('lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014', 'http://doi.org/10.1145/2598394.2609852', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-turner-alty-jamieson-duggancarter-smith-classificationandcharacterisationofmovementpatternsduringlevodopatherapyforparkinsonsdisease-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2014gecco,\n  title = {Classification and characterisation of movement patterns during levodopa therapy for Parkinson{&#x27;}s disease},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Medical Applications (MedGEC)},\n  year = {2014},\n  pages = {1321-1327},\n  author = {Lones, M.A. and Turner, A.J. and Alty, J.E. and Jamieson, D.R.S. and Duggan-Carter, P. and Smith, S.L.},\n  publisher = {ACM},\n  doi = {10.1145/2598394.2609852},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013', 'http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract', event);\">\n    The sequence effect is not a defining characteristic of Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J.; Lacy, S.; Jamieson, S.; Possin, K.; Schuff, N.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  In <i>XXI World Congress of Neurology</i>, Vienna, Austria,  2013. \n  <span class=\"note\">Published in Journal of the Neurological Sciences 333, e118</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract\"\n     onclick=\"log_download('alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013', 'http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The sequence effect is not a defining characteristic of Parkinson&#x27;s disease [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period\"\n     onclick=\"log_download('alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013', 'https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The sequence effect is not a defining characteristic of Parkinson&#x27;s disease [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-lacy-jamieson-possin-schuff-lones-smith-thesequenceeffectisnotadefiningcharacteristicofparkinsonsdisease-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2013sequenceeffect,\n  author    = {Alty, J. and Lacy, S. and Jamieson, S. and Possin, K. and Schuff, N. and Lones, M. A. and Smith, S. L.},\n  title     = {The sequence effect is not a defining characteristic of Parkinson&#x27;s disease},\n  booktitle = {XXI World Congress of Neurology},\n  address   = {Vienna, Austria},\n  year      = {2013},\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract},\n  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},\n  note      = {Published in Journal of the Neurological Sciences 333, e118}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013', 'http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract', event);\">\n    Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Jamieson, S.; Possin, K.; Schuff, N.; Lacy, S.;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  In <i>XXI World Congress of Neurology</i>, Vienna, Austria,  2013. \n  <span class=\"note\">Published in Journal of the Neurological Sciences 333, e118-e119</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract\"\n     onclick=\"log_download('alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013', 'http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Clinically &#x60;slight&#x27; bradykinesia is accurately detected using a novel simple device that requires a one-minute test period [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-lones-jamieson-possin-schuff-lacy-smith-clinicallyslightbradykinesiaisaccuratelydetectedusinganovelsimpledevicethatrequiresaoneminutetestperiod-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2013bradykinesia,\n  author    = {Alty, J. and Lones, M. A. and Jamieson, S. and Possin, K. and Schuff, N. and Lacy, S. and Smith, S. L.},\n  title     = {Clinically &#x60;slight&#x27; bradykinesia is accurately detected using a novel simple device that requires a one-minute test period},\n  booktitle = {XXI World Congress of Neurology},\n  address   = {Vienna, Austria},\n  year      = {2013},\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract},\n  note      = {Published in Journal of the Neurological Sciences 333, e118-e119}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-stepney-caves-specialissueonthefrontiersofnaturalcomputing-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Special issue on the frontiers of natural computing.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Tyrrell, A.; Stepney, S.;  and Caves, L.\n</span>\n\n  \n\n</span>\n\n  <i>Natural Computing</i>, 12(4): 441-442.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s11047-013-9402-9\"\n     onclick=\"log_download('lones-tyrrell-stepney-caves-specialissueonthefrontiersofnaturalcomputing-2013', 'http://doi.org/10.1007/s11047-013-9402-9', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-stepney-caves-specialissueonthefrontiersofnaturalcomputing-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-stepney-caves-specialissueonthefrontiersofnaturalcomputing-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2013naco_preface,\n  author    = {Lones, {Michael A} and Tyrrell, {Andy M} and Susan Stepney and Caves, {Leo S D}},\n  title     = {Special issue on the frontiers of natural computing},\n  journal   = {Natural Computing},\n  year      = {2013},\n  volume    = {12},\n  number    = {4},\n  pages     = {441-442},\n  issn      = {1567-7818},\n  doi       = {10.1007/s11047-013-9402-9},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf', event);\">\n    Biochemical connectionism.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Turner, A.; Fuente, L.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>Natural Computing</i>, 12(4): 453-472.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf\"\n     onclick=\"log_download('lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Biochemical connectionism [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s11047-013-9400-y\"\n     onclick=\"log_download('lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013', 'http://doi.org/10.1007/s11047-013-9400-y', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-turner-fuente-stepney-caves-tyrrell-biochemicalconnectionism-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2013naco,\n  author    = {Lones, {Michael A} and Turner, {Alexander P} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {Biochemical connectionism},\n  journal   = {Natural Computing},\n  year      = {2013},\n  volume    = {12},\n  number    = {4},\n  pages     = {453-472},\n  issn      = {1567-7818},\n  doi       = {10.1007/s11047-013-9400-y},\n  publisher = {Springer Netherlands},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf', event);\">\n    Characterising neurological time series data using biologically motivated networks of coupled discrete maps.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Smith, S.; Tyrrell, A.; Alty, J.;  and Jamieson, D.\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 112(2): 94-101.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf\"\n     onclick=\"log_download('lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Characterising neurological time series data using biologically motivated networks of coupled discrete maps [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2013.03.009\"\n     onclick=\"log_download('lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013', 'http://doi.org/10.1016/j.biosystems.2013.03.009', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-tyrrell-alty-jamieson-characterisingneurologicaltimeseriesdatausingbiologicallymotivatednetworksofcoupleddiscretemaps-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2013biosystems_pd,\n  author    = {Lones, {Michael A} and Smith, {Stephen L.} and Tyrrell, {Andy M.} and Alty, {Jane E.} and Jamieson, {D R Stuart}},\n  title     = {Characterising neurological time series data using biologically motivated networks of coupled discrete maps},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {94-101},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.009},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fuente-lones-turner-stepney-caves-tyrrell-computationalmodelsofsignallingnetworksfornonlinearcontrol-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Computational models of signalling networks for non-linear control.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fuente, L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Turner, A.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 112(2): 112-130.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2013.03.006\"\n     onclick=\"log_download('fuente-lones-turner-stepney-caves-tyrrell-computationalmodelsofsignallingnetworksfornonlinearcontrol-2013', 'http://doi.org/10.1016/j.biosystems.2013.03.006', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fuente-lones-turner-stepney-caves-tyrrell-computationalmodelsofsignallingnetworksfornonlinearcontrol-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fuente-lones-turner-stepney-caves-tyrrell-computationalmodelsofsignallingnetworksfornonlinearcontrol-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Fuente2013biosystems_asn,\n  author    = {Fuente, {Luis A} and Lones, {Michael A} and Turner, {Alexander P} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {Computational models of signalling networks for non-linear control},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {112-130},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.006},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-lones-fuente-stepney-caves-tyrrell-theincorporationofepigeneticsinartificialgeneregulatorynetworks-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  The incorporation of epigenetics in artificial gene regulatory networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Fuente, L.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 112(2): 56-62.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2013.03.013\"\n     onclick=\"log_download('turner-lones-fuente-stepney-caves-tyrrell-theincorporationofepigeneticsinartificialgeneregulatorynetworks-2013', 'http://doi.org/10.1016/j.biosystems.2013.03.013', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-lones-fuente-stepney-caves-tyrrell-theincorporationofepigeneticsinartificialgeneregulatorynetworks-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-lones-fuente-stepney-caves-tyrrell-theincorporationofepigeneticsinartificialgeneregulatorynetworks-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Turner2013biosystems_epigenetic,\n  author    = {Turner, {Alexander P} and Lones, {Michael A} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {The incorporation of epigenetics in artificial gene regulatory networks},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {56-62},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.013},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fuente-lones-turner-caves-stepney-tyrrell-adaptiveroboticgaitcontrolusingcoupledartificialsignallingnetworkshopfoscillatorsandinversekinematics-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fuente, L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Turner, A.; Caves, L.; Stepney, S.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC 2013)</i>, pages 1435-1442,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2013.6557732\"\n     onclick=\"log_download('fuente-lones-turner-caves-stepney-tyrrell-adaptiveroboticgaitcontrolusingcoupledartificialsignallingnetworkshopfoscillatorsandinversekinematics-2013', 'http://doi.org/10.1109/CEC.2013.6557732', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fuente-lones-turner-caves-stepney-tyrrell-adaptiveroboticgaitcontrolusingcoupledartificialsignallingnetworkshopfoscillatorsandinversekinematics-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fuente-lones-turner-caves-stepney-tyrrell-adaptiveroboticgaitcontrolusingcoupledartificialsignallingnetworkshopfoscillatorsandinversekinematics-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Fuente2013cec,\n  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Caves, L.S. and Stepney, S. and Tyrrell, A.M.},\n  title   = {Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics},\n  booktitle = {Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC 2013)},\n  year    = {2013},\n  pages   = {1435-1442},\n  doi     = {10.1109/CEC.2013.6557732}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lacy-lones-smith-characterisationofmovementdisorderinparkinsonsdiseaseusingevolutionaryalgorithms-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Characterisation of movement disorder in parkinson's disease using evolutionary algorithms.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lacy, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO 2013), Workshop on Medical Applications (MedGEC)</i>, pages 1479-1485,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2464576.2482726\"\n     onclick=\"log_download('lacy-lones-smith-characterisationofmovementdisorderinparkinsonsdiseaseusingevolutionaryalgorithms-2013', 'http://doi.org/10.1145/2464576.2482726', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lacy-lones-smith-characterisationofmovementdisorderinparkinsonsdiseaseusingevolutionaryalgorithms-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lacy-lones-smith-characterisationofmovementdisorderinparkinsonsdiseaseusingevolutionaryalgorithms-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lacy2013medgec,\n  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},\n  title   = {Characterisation of movement disorder in parkinson{&#x27;}s disease using evolutionary algorithms},\n  booktitle = {Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO 2013), Workshop on Medical Applications (MedGEC)},\n  year    = {2013},\n  pages   = {1479-1485},\n  doi     = {10.1145/2464576.2482726}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf', event);\">\n    Evolving classifiers to inform clinical assessment of Parkinson's disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Alty, J.; Lacy, S.; Jamieson, S. D.; Possin, K.; Schuff, N.;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE 2013)</i>, pages 76-82,  2013. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf\"\n     onclick=\"log_download('lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Evolving classifiers to inform clinical assessment of Parkinson&#x27;s disease [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CICARE.2013.6583072\"\n     onclick=\"log_download('lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013', 'http://doi.org/10.1109/CICARE.2013.6583072', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-alty-lacy-jamieson-possin-schuff-smith-evolvingclassifierstoinformclinicalassessmentofparkinsonsdisease-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2013ssci,\n  author  = {Lones, M.A. and Alty, J.E. and Lacy, S.E. and Jamieson, Stuart D.R. and Possin, K.L. and Schuff, N. and Smith, S.L.},\n  title   = {Evolving classifiers to inform clinical assessment of Parkinson{&#x27;}s disease},\n  booktitle = {2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE 2013)},\n  year    = {2013},\n  pages   = {76-82},\n  publisher = {IEEE},\n  doi     = {10.1109/CICARE.2013.6583072},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-lones-fuente-stepney-caves-tyrrell-theartificialepigeneticnetwork-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  The artificial epigenetic network.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Fuente, L.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE International Conference on Evolvable Systems (ICES 2013)</i>, pages 66-72,  2013. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICES.2013.6613284\"\n     onclick=\"log_download('turner-lones-fuente-stepney-caves-tyrrell-theartificialepigeneticnetwork-2013', 'http://doi.org/10.1109/ICES.2013.6613284', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-lones-fuente-stepney-caves-tyrrell-theartificialepigeneticnetwork-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-lones-fuente-stepney-caves-tyrrell-theartificialepigeneticnetwork-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Turner2013ssci,\n  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S.D. and Tyrrell, A.},\n  title   = {The artificial epigenetic network},\n  booktitle = {Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE International Conference on Evolvable Systems (ICES 2013)},\n  year    = {2013},\n  pages   = {66-72},\n  publisher = {IEEE},\n  doi     = {10.1109/ICES.2013.6613284}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.mdsabstracts.com/abstract.asp?MeetingID=787&amp;id=99373\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012', 'http://www.mdsabstracts.com/abstract.asp?MeetingID=787&amp;id=99373', event);\">\n    How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson's disease using novel non-invasive devices.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alty, J.; Jamieson, S.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Smith, S. L.\n</span>\n\n  \n\n</span>\n\n  In <i>16th International Congress of Parkinson's Disease and Movement Disorders</i>, Dublin, Ireland,  2012. \n  <span class=\"note\">Published in Movement Disorders 27 Suppl 1:291</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.mdsabstracts.com/abstract.asp?MeetingID=787&amp;id=99373\"\n     onclick=\"log_download('alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012', 'http://www.mdsabstracts.com/abstract.asp?MeetingID=787&amp;id=99373', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson&#x27;s disease using novel non-invasive devices [link]\"\n       title=\" link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> link</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices\"\n     onclick=\"log_download('alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012', 'https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson&#x27;s disease using novel non-invasive devices [link]\"\n       title=\" poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> poster</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alty-jamieson-lones-smith-howslowistooslowobjectivemeasurementofbradykinesiainparkinsonsdiseaseusingnovelnoninvasivedevices-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Alty2012bradykinesia,\n  author    = {Alty, J. and Jamieson, S. and Lones, M. A. and Smith, S. L.},\n  title     = {How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson&#x27;s disease using novel non-invasive devices},\n  booktitle = {16th International Congress of Parkinson&#x27;s Disease and Movement Disorders},\n  address   = {Dublin, Ireland},\n  year      = {2012},\n  url_Link  = {http://www.mdsabstracts.com/abstract.asp?MeetingID=787&amp;id=99373},\n  url_Poster= {https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices},\n  note      = {Published in Movement Disorders 27 Suppl 1:291}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fuente-lones-turner-stepney-caves-tyrrell-evolvedartificialsignallingnetworksforthecontrolofaconservativecomplexdynamicalsystem-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Evolved artificial signalling networks for the control of a conservative complex dynamical system.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fuente, L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Turner, A.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)</i>, volume 7223, of <i>Lecture Notes in Computer Science</i>, pages 38-49,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-28792-3_7\"\n     onclick=\"log_download('fuente-lones-turner-stepney-caves-tyrrell-evolvedartificialsignallingnetworksforthecontrolofaconservativecomplexdynamicalsystem-2012', 'http://doi.org/10.1007/978-3-642-28792-3_7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fuente-lones-turner-stepney-caves-tyrrell-evolvedartificialsignallingnetworksforthecontrolofaconservativecomplexdynamicalsystem-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fuente-lones-turner-stepney-caves-tyrrell-evolvedartificialsignallingnetworksforthecontrolofaconservativecomplexdynamicalsystem-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Fuente2012ipcat,\n  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},\n  title   = {Evolved artificial signalling networks for the control of a conservative complex dynamical system},\n  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  series  = {Lecture Notes in Computer Science},\n  year    = {2012},\n  volume  = {7223},\n  pages   = {38-49},\n  doi     = {10.1007/978-3-642-28792-3_7}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf', event);\">\n    Evolving computational dynamical systems to recognise abnormal human motor function.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Smith, S.; Tyrrell, A.; Alty, J.;  and Jamieson, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)</i>, volume 7223, of <i>Lecture Notes in Computer Science</i>, pages 177-182,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf\"\n     onclick=\"log_download('lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Evolving computational dynamical systems to recognise abnormal human motor function [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-28792-3_22\"\n     onclick=\"log_download('lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012', 'http://doi.org/10.1007/978-3-642-28792-3_22', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-tyrrell-alty-jamieson-evolvingcomputationaldynamicalsystemstorecogniseabnormalhumanmotorfunction-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2012ipcat,\n  author  = {Lones, M.A. and Smith, S.L. and Tyrrell, A.M. and Alty, J.E. and Jamieson, D.R.S.},\n  title   = {Evolving computational dynamical systems to recognise abnormal human motor function},\n  series  = {Lecture Notes in Computer Science},\n  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  year    = {2012},\n  volume  = {7223},\n  pages   = {177-182},\n  doi     = {10.1007/978-3-642-28792-3_22},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-teichmann-naef-walker-trefzer-proceedingsofthe2012internationalconferenceoninformationprocessingincellsandtissuesipcat-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Smith, S. L.; Teichmann, S.; Naef, F.; Walker, J. A.;  and Trefzer, M. A.\n</span>\n\n  \n\n</span>\n\n  Volume 7223 of Lecture Notes in Computer Science 2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-28792-3\"\n     onclick=\"log_download('lones-smith-teichmann-naef-walker-trefzer-proceedingsofthe2012internationalconferenceoninformationprocessingincellsandtissuesipcat-2012', 'http://doi.org/10.1007/978-3-642-28792-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-teichmann-naef-walker-trefzer-proceedingsofthe2012internationalconferenceoninformationprocessingincellsandtissuesipcat-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-teichmann-naef-walker-trefzer-proceedingsofthe2012internationalconferenceoninformationprocessingincellsandtissuesipcat-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Book{Lones2012ipcat_proceedings,\n  series    = {Lecture Notes in Computer Science},\n  title     = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  year      = {2012},\n  volume    = {7223},\n  year      = {2012},\n  author    = {Michael A. Lones and Stephen L. Smith and Sarah Teichmann and Felix Naef and James A. Walker and Martin A. Trefzer},\n  doi       = {10.1007/978-3-642-28792-3},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"turner-lones-fuente-stepney-caves-tyrrell-usingartificialepigeneticregulatorynetworkstocontrolcomplextaskswithinchaoticsystems-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Turner, A.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Fuente, L.; Stepney, S.; Caves, L.;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In volume 7223 LNCS, of <i>Lecture Notes in Computer Science</i>, pages 1-11,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-28792-3_1\"\n     onclick=\"log_download('turner-lones-fuente-stepney-caves-tyrrell-usingartificialepigeneticregulatorynetworkstocontrolcomplextaskswithinchaoticsystems-2012', 'http://doi.org/10.1007/978-3-642-28792-3_1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/turner-lones-fuente-stepney-caves-tyrrell-usingartificialepigeneticregulatorynetworkstocontrolcomplextaskswithinchaoticsystems-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('turner-lones-fuente-stepney-caves-tyrrell-usingartificialepigeneticregulatorynetworkstocontrolcomplextaskswithinchaoticsystems-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Turner2012ipcat,\n  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},\n  title   = {Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems},\n  series = {Lecture Notes in Computer Science},\n  year    = {2012},\n  volume  = {7223 LNCS},\n  pages   = {1-11},\n  doi     = {10.1007/978-3-642-28792-3_1}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-seanlukeessentialsofmetaheuristics-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dx.doi.org/10.1007/s10710-011-9139-0\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-seanlukeessentialsofmetaheuristics-2011', 'http://dx.doi.org/10.1007/s10710-011-9139-0', event);\">\n    Sean Luke: essentials of metaheuristics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Genetic Programming and Evolvable Machines</i>, 12(3): 333-334.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dx.doi.org/10.1007/s10710-011-9139-0\"\n     onclick=\"log_download('lones-seanlukeessentialsofmetaheuristics-2011', 'http://dx.doi.org/10.1007/s10710-011-9139-0', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Sean Luke: essentials of metaheuristics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s10710-011-9139-0\"\n     onclick=\"log_download('lones-seanlukeessentialsofmetaheuristics-2011', 'http://doi.org/10.1007/s10710-011-9139-0', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-seanlukeessentialsofmetaheuristics-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-seanlukeessentialsofmetaheuristics-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2011gpem,\n  author    = {Michael Lones},\n  title     = {Sean Luke: essentials of metaheuristics},\n  journal   = {Genetic Programming and Evolvable Machines},\n  year      = {2011},\n  volume    = {12},\n  number    = {3},\n  pages     = {333-334},\n  doi       = {10.1007/s10710-011-9139-0},\n  url       = {http://dx.doi.org/10.1007/s10710-011-9139-0},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-stepney-caves-controllingleggedrobotswithcoupledartificialbiochemicalnetworks-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-stepney-caves-controllingleggedrobotswithcoupledartificialbiochemicalnetworks-2011', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf', event);\">\n    Controlling legged robots with coupled artificial biochemical networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Tyrrell, A. M.; Stepney, S.;  and Caves, L. S. D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2011 European Conference on Artificial Life (ECAL)</i>, pages 465–472,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf\"\n     onclick=\"log_download('lones-tyrrell-stepney-caves-controllingleggedrobotswithcoupledartificialbiochemicalnetworks-2011', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Controlling legged robots with coupled artificial biochemical networks [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-stepney-caves-controllingleggedrobotswithcoupledartificialbiochemicalnetworks-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-stepney-caves-controllingleggedrobotswithcoupledartificialbiochemicalnetworks-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{lones2011ecal,\n  title= {Controlling legged robots with coupled artificial biochemical networks},\n  author= {Lones, Michael A. and Tyrrell, Andy M. and Stepney, Susan and Caves, Leo S. D.},\n  booktitle= {Proceedings of the 2011 European Conference on Artificial Life (ECAL)},\n  pages= {465--472},\n  year= {2011},\n  url= {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-stepney-caves-controllingcomplexdynamicswithartificialbiochemicalnetworks-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-stepney-caves-controllingcomplexdynamicswithartificialbiochemicalnetworks-2010', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf', event);\">\n    Controlling complex dynamics with artificial biochemical networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Tyrrell, A.; Stepney, S.;  and Caves, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2010 European Conference on Genetic Programming (EuroGP)</i>, volume 6021, of <i>Lecture Notes in Computer Science</i>, pages 159-170,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf\"\n     onclick=\"log_download('lones-tyrrell-stepney-caves-controllingcomplexdynamicswithartificialbiochemicalnetworks-2010', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Controlling complex dynamics with artificial biochemical networks [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-stepney-caves-controllingcomplexdynamicswithartificialbiochemicalnetworks-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-stepney-caves-controllingcomplexdynamicswithartificialbiochemicalnetworks-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2010eurogp,\n  title = {Controlling complex dynamics with artificial biochemical networks},\n  series = {Lecture Notes in Computer Science},\n  booktitle = {Proceedings of the 2010 European Conference on Genetic Programming (EuroGP)},\n  year = {2010},\n  volume = {6021},\n  pages = {159-170},\n  author = {Lones, M.A. and Tyrrell, A.M. and Stepney, S. and Caves, L.S.},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf', event);\">\n    Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>; Smith, S.; Harris, A.; High, A.; Fisher, S.; Smith, D.;  and Kirkham, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), IEEE Congress on Evolutionary Computation (CEC)</i>,  2010. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf\"\n     onclick=\"log_download('lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2010.5586494\"\n     onclick=\"log_download('lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010', 'http://doi.org/10.1109/CEC.2010.5586494', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-harris-high-fisher-smith-kirkham-discriminatingnormalandcancerousthyroidcelllinesusingimplicitcontextrepresentationcartesiangeneticprogramming-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2010wcci,\n  author  = {Lones, M.A. and Smith, S.L. and Harris, A.T. and High, A.S. and Fisher, S.E. and Smith, D.A. and Kirkham, J.},\n  title   = {Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming},\n  booktitle = {Proceedings of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), IEEE Congress on Evolutionary Computation (CEC)},\n  year    = {2010},\n  publisher = {IEEE},\n  doi     = {10.1109/CEC.2010.5586494},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-smith-objectiveassessmentofvisuospatialabilityusingimplicitcontextrepresentationcartesiangeneticprogramming-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Objective Assessment of Visuo-Spatial Ability Using Implicit Context Representation Cartesian Genetic Programming.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Smith, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Genetic and Evolutionary Computation: Medical Applications</i>, pages 174-189. Wiley,  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1002/9780470973134.ch10\"\n     onclick=\"log_download('lones-smith-objectiveassessmentofvisuospatialabilityusingimplicitcontextrepresentationcartesiangeneticprogramming-2010', 'http://doi.org/10.1002/9780470973134.ch10', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-smith-objectiveassessmentofvisuospatialabilityusingimplicitcontextrepresentationcartesiangeneticprogramming-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-smith-objectiveassessmentofvisuospatialabilityusingimplicitcontextrepresentationcartesiangeneticprogramming-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{Lones2010gecma,\n  author  = {Lones, M.A. and Smith, S.L.},\n  title   = {Objective Assessment of Visuo-Spatial Ability Using Implicit Context Representation Cartesian Genetic Programming},\n  booktitle = {Genetic and Evolutionary Computation: Medical Applications},\n  year    = {2010},\n  pages   = {174-189},\n  publisher = {Wiley},\n  doi     = {10.1002/9780470973134.ch10}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dx.doi.org/10.1109/cec.2009.4983065\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009', 'http://dx.doi.org/10.1109/cec.2009.4983065', event);\">\n    Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Smith, S. L.;  and <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC)</i>,  2009. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dx.doi.org/10.1109/cec.2009.4983065\"\n     onclick=\"log_download('smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009', 'http://dx.doi.org/10.1109/cec.2009.4983065', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/cec.2009.4983065\"\n     onclick=\"log_download('smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009', 'http://doi.org/10.1109/cec.2009.4983065', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('smith-lones-implicitcontextrepresentationcartesiangeneticprogrammingfortheassessmentofvisuospatialability-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Smith2009cec,\n  author    = {Stephen L. Smith and Michael A. Lones},\n  title     = {Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability},\n  booktitle = {Proceedings of the 2009 {IEEE} Congress on Evolutionary Computation (CEC)},\n  year      = {2009},\n  publisher = {IEEE},\n  doi       = {10.1109/cec.2009.4983065},\n  url       = {http://dx.doi.org/10.1109/cec.2009.4983065},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"harris-lungari-needham-smith-lones-fisher-yang-cooper-etal-potentialforramanspectroscopytoprovidecancerscreeningusingaperipheralbloodsample-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Harris, A. T.; Lungari, A.; Needham, C. J.; Smith, S. L.; <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>; Fisher, S. E.; Yang, X. B.; Cooper, N.; Kirkham, J.; Smith, D. A.; Martin-Hirsch, D. P.;  and High, A. S.\n</span>\n\n  \n\n</span>\n\n  <i>Head & Neck Oncology</i>, 1(1): 34.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1186/1758-3284-1-34\"\n     onclick=\"log_download('harris-lungari-needham-smith-lones-fisher-yang-cooper-etal-potentialforramanspectroscopytoprovidecancerscreeningusingaperipheralbloodsample-2009', 'http://doi.org/10.1186/1758-3284-1-34', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/harris-lungari-needham-smith-lones-fisher-yang-cooper-etal-potentialforramanspectroscopytoprovidecancerscreeningusingaperipheralbloodsample-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('harris-lungari-needham-smith-lones-fisher-yang-cooper-etal-potentialforramanspectroscopytoprovidecancerscreeningusingaperipheralbloodsample-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Harris2009hno,\n  author    = {Andrew T. Harris and Anxhela Lungari and Christopher J. Needham and Stephen L. Smith and Michael A. Lones and Sheila E. Fisher and Xuebin B. Yang and Nicola Cooper and Jennifer Kirkham and D. Alastair Smith and Dominic P. Martin-Hirsch and Alec S. High},\n  title     = {Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample},\n  journal   = {Head {\\&amp;} Neck Oncology},\n  year      = {2009},\n  volume    = {1},\n  number    = {1},\n  pages     = {34},\n  doi       = {10.1186/1758-3284-1-34},\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf', event);\">\n    A co-evolutionary framework for regulatory motif discovery.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2007 IEEE Congress on Evolutionary Computation, CEC (2007)</i>, pages 3894-3901,  2007. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf\"\n     onclick=\"log_download('lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A co-evolutionary framework for regulatory motif discovery [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2007.4424978\"\n     onclick=\"log_download('lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007', 'http://doi.org/10.1109/CEC.2007.4424978', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-acoevolutionaryframeworkforregulatorymotifdiscovery-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2007cec,\n  title = {A co-evolutionary framework for regulatory motif discovery},\n  booktitle = {Proceedings of the 2007 {IEEE} Congress on Evolutionary Computation, CEC (2007)},\n  year = {2007},\n  pages = {3894-3901},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2007.4424978},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://eprints.whiterose.ac.uk/3419/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007', 'http://eprints.whiterose.ac.uk/3419/', event);\">\n    Regulatory motif discovery using a population clustering evolutionary algorithm.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, 4(3): 403-414.  2007.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://eprints.whiterose.ac.uk/3419/\"\n     onclick=\"log_download('lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007', 'http://eprints.whiterose.ac.uk/3419/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Regulatory motif discovery using a population clustering evolutionary algorithm [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/tcbb.2007.1044\"\n     onclick=\"log_download('lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007', 'http://doi.org/10.1109/tcbb.2007.1044', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-regulatorymotifdiscoveryusingapopulationclusteringevolutionaryalgorithm-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2007tcbb,\n  author  = {Lones, M.A. and Tyrrell, A.M.},\n  title   = {Regulatory motif discovery using a population clustering evolutionary algorithm},\n  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n  year    = {2007},\n  volume  = {4},\n  number  = {3},\n  pages   = {403-414},\n  doi     = {10.1109/tcbb.2007.1044},\n  url     = {http://eprints.whiterose.ac.uk/3419/}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2005\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2005')\"\n      onkeypress=\"toggleGroup('group_2005')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2005</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145%2F1102256.1102258\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005', 'https://doi.org/10.1145%2F1102256.1102258', event);\">\n    The evolutionary computation approach to motif discovery in biological sequences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Tyrrell, A. M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2005 workshops on Genetic and evolutionary computation (GECCO)</i>,  2005. ACM Press\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145%2F1102256.1102258\"\n     onclick=\"log_download('lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005', 'https://doi.org/10.1145%2F1102256.1102258', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The evolutionary computation approach to motif discovery in biological sequences [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1102256.1102258\"\n     onclick=\"log_download('lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005', 'http://doi.org/10.1145/1102256.1102258', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-theevolutionarycomputationapproachtomotifdiscoveryinbiologicalsequences-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2005gecco,\n  author    = {Michael A. Lones and Andy M. Tyrrell},\n  title     = {The evolutionary computation approach to motif discovery in biological sequences},\n  booktitle = {Proceedings of the 2005 workshops on Genetic and evolutionary computation ({GECCO})},\n  year      = {2005},\n  publisher = {{ACM} Press},\n  doi       = {10.1145/1102256.1102258},\n  url       = {https://doi.org/10.1145%2F1102256.1102258},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2004\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2004')\"\n      onkeypress=\"toggleGroup('group_2004')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2004</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-enzymegeneticprogramming-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.oup.co.uk/isbn/0-19-515540-8\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-enzymegeneticprogramming-2004', 'http://www.oup.co.uk/isbn/0-19-515540-8', event);\">\n    Enzyme Genetic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Amos, M., editor(s), <i>Cellular Computing</i>.  2004.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.oup.co.uk/isbn/0-19-515540-8\"\n     onclick=\"log_download('lones-enzymegeneticprogramming-2004', 'http://www.oup.co.uk/isbn/0-19-515540-8', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Enzyme Genetic Programming [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-enzymegeneticprogramming-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-enzymegeneticprogramming-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{Lones2004cc,\n  title   = {Enzyme Genetic Programming},\n  year    = {2004},\n  author  = {Michael Adam Lones},\n  booktitle = {Cellular Computing},\n  editor  = {Martyn Amos},\n  url     = {http://www.oup.co.uk/isbn/0-19-515540-8}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf', event);\">\n    Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>BioSystems</i>, 76(1-3): 229-238.  2004.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf\"\n     onclick=\"log_download('lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.biosystems.2004.05.015\"\n     onclick=\"log_download('lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004', 'http://doi.org/10.1016/j.biosystems.2004.05.015', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Lones2004biosystems,\n  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},\n  journal = {BioSystems},\n  year = {2004},\n  volume = {76},\n  number = {1-3},\n  pages = {229-238},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  doi = {10.1016/j.biosystems.2004.05.015},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2003\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2003')\"\n      onkeypress=\"toggleGroup('group_2003')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2003</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-enzymegeneticprogrammingmodellingbiologicalevolvabilityingeneticprogramming-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www-users.york.ac.uk/~mal503/common/thesis/main.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-enzymegeneticprogrammingmodellingbiologicalevolvabilityingeneticprogramming-2003', 'http://www-users.york.ac.uk/~mal503/common/thesis/main.html', event);\">\n    Enzyme Genetic Programming: Modelling Biological Evolvability in Genetic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D. Thesis, The University of York, Heslington, York, YO10 5DD, UK, sep 2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www-users.york.ac.uk/~mal503/common/thesis/main.html\"\n     onclick=\"log_download('lones-enzymegeneticprogrammingmodellingbiologicalevolvabilityingeneticprogramming-2003', 'http://www-users.york.ac.uk/~mal503/common/thesis/main.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Enzyme Genetic Programming: Modelling Biological Evolvability in Genetic Programming [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-enzymegeneticprogrammingmodellingbiologicalevolvabilityingeneticprogramming-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-enzymegeneticprogrammingmodellingbiologicalevolvabilityingeneticprogramming-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@PhdThesis{lones2003thesis,\n  author =       {Michael A. Lones},\n  title =        {Enzyme Genetic Programming: Modelling Biological\n                 Evolvability in Genetic Programming},\n  school =       {The University of York},\n  year =         {2003},\n  address =      {Heslington, York, YO10 5DD, UK},\n  month =        {sep},\n  keywords =     {genetic algorithms, genetic programming, evolvability,\n                 representation, self-organisation, biological\n                 modelling},\n  URL =          {http://www-users.york.ac.uk/~mal503/common/thesis/main.html},\n  size =         {200 pages},\n  abstract =     {This thesis introduces a new approach to program\n                 representation in genetic programming in which\n                 interactions between program components are expressed\n                 in terms of a component&#x27;s behaviour rather through its\n                 relative position within a representation or through\n                 other non-behavioural systems of reference. This\n                 approach has the advantage that a component&#x27;s behaviour\n                 is expressed in a way that is independent of any\n                 particular program it finds itself within; and thereby\n                 overcomes the problem when using conventional program\n                 representations whereby program components lose their\n                 behavioural context following recombination. More\n                 generally, this implicit context representation leads\n                 to a process of meaningful variation filtering; whereby\n                 inappropriate change induced by variation operators can\n                 be wholly or partially ignored. This occurs as a\n                 consequence of program behaviours emerging from the\n                 self-organisation of program components, ignoring those\n                 components which do not fit the contexts declared by\n                 the other components within the program. This process\n                 results in gradual change within the behaviour of a\n                 program during evolution. This thesis also presents\n                 results which show that implicit context representation\n                 leads to better size evolution characteristics than\n                 conventional genetic programming; and that functional\n                 redundancy and Lamarckian reinforcement learning both\n                 improve evolutionary search, agreeing with previous\n                 research by other authors.},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  This thesis introduces a new approach to program representation in genetic programming in which interactions between program components are expressed in terms of a component's behaviour rather through its relative position within a representation or through other non-behavioural systems of reference. This approach has the advantage that a component's behaviour is expressed in a way that is independent of any particular program it finds itself within; and thereby overcomes the problem when using conventional program representations whereby program components lose their behavioural context following recombination. More generally, this implicit context representation leads to a process of meaningful variation filtering; whereby inappropriate change induced by variation operators can be wholly or partially ignored. This occurs as a consequence of program behaviours emerging from the self-organisation of program components, ignoring those components which do not fit the contexts declared by the other components within the program. This process results in gradual change within the behaviour of a program during evolution. This thesis also presents results which show that implicit context representation leads to better size evolution characteristics than conventional genetic programming; and that functional redundancy and Lamarckian reinforcement learning both improve evolutionary search, agreeing with previous research by other authors.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  .  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-modellingbiologicalevolvabilityimplicitcontextandvariationfilteringinenzymegeneticprogramming-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Lones2003ipcat,\n  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},\n  booktitle = {Proceedings of the 5th International Workshop on Information Processing in Cells and Tissues (IPCAT2003)},\n  year = {2003},\n  author = {Lones, M.A. and Tyrrell, A.M.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf', event);\">\n    Biomimetic Representation with Enzyme Genetic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M. A.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  <i>Genetic Programming and Evolvable Machines</i>.  2002.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf\"\n     onclick=\"log_download('lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Biomimetic Representation with Enzyme Genetic Programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1023/A:1015583926171\"\n     onclick=\"log_download('lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002', 'http://doi.org/10.1023/A:1015583926171', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-biomimeticrepresentationwithenzymegeneticprogramming-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Lones2002gpem,\n  author  = {Michael Adam Lones and Andy Tyrrell},\n  title   = {Biomimetic Representation with Enzyme Genetic Programming},\n  journal = {Genetic Programming and Evolvable Machines},\n  year    = {2002},\n  doi     = {10.1023/A:1015583926171},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf', event);\">\n    Crossover and bloat in the functionality model of enzyme genetic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In volume 1, pages 986-991,  2002. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf\"\n     onclick=\"log_download('lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Crossover and bloat in the functionality model of enzyme genetic programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2002.1007059\"\n     onclick=\"log_download('lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002', 'http://doi.org/10.1109/CEC.2002.1007059', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-crossoverandbloatinthefunctionalitymodelofenzymegeneticprogramming-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2002cec,\n  title = {Crossover and bloat in the functionality model of enzyme genetic programming},\n  journal = {Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002)},\n  year = {2002},\n  volume = {1},\n  pages = {986-991},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2002.1007059},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2001\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2001')\"\n      onkeypress=\"toggleGroup('group_2001')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2001</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lones-tyrrell-enzymegeneticprogramming-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lones-tyrrell-enzymegeneticprogramming-2001', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf', event);\">\n    Enzyme genetic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.macs.hw.ac.uk/~ml355/publications.html\">Lones, M.</a>;  and Tyrrell, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2001 IEEE Congress on Evolutionary Computation (CEC 2001)</i>, volume 2, pages 1183-1190,  2001. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf\"\n     onclick=\"log_download('lones-tyrrell-enzymegeneticprogramming-2001', 'http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Enzyme genetic programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CEC.2001.934325\"\n     onclick=\"log_download('lones-tyrrell-enzymegeneticprogramming-2001', 'http://doi.org/10.1109/CEC.2001.934325', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lones-tyrrell-enzymegeneticprogramming-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lones-tyrrell-enzymegeneticprogramming-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Lones2001,\n  title = {Enzyme genetic programming},\n  booktitle = {Proceedings of the 2001 IEEE Congress on Evolutionary Computation (CEC 2001)},\n  year = {2001},\n  volume = {2},\n  pages = {1183-1190},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2001.934325},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);