@article{machado2025drug,
  title={Drug--drug interaction extraction-based system: An natural language processing approach},
  author={Machado, Jos{\'e} and Rodrigues, Carla and Sousa, Regina and Gomes, Luis Mendes},
  journal={Expert Systems},
  volume={42},
  number={1},
  pages={e13303},
  year={2025}
}

@article{neto2025automation,
  title={Automation of hospital workflows using international standards: A case study with imaging exams},
  author={Neto, Cristiana and Hak, Francini and Ferreira, Diana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Computer methods and programs in biomedicine},
  volume={266},
  pages={108777},
  year={2025}
}

@article{sousa2025exploring,
  title={Exploring the Bidirectional Relationship Between Obesity and Mental Health Disorders},
  author={Sousa, Regina and Esteves, Diogo and Sousa, Rui and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={257},
  pages={1116--1121},
  year={2025},
  publisher={Elsevier}
}

@article{sa2025integrating,
  title={Integrating Data Science and AI in Disease Screening: A Scalable, Interoperable Software Architecture Proposal},
  author={S{\'a}, Ana Lu{\i}sa and Peixoto, Hugo and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={257},
  pages={1128--1133},
  year={2025}
}

@article{braga2025exploring,
  title={Exploring the potential of online social listening for noncommunicable disease monitoring},
  author={Braga, Diana and Silva, In{\^e}s and Ros{\'a}rio, Rafaela and Novais, Paulo and Peixoto, Hugo and Machado, Jos{\'e}},
  journal={PeerJ},
  volume={13},
  pages={e19311},
  year={2025},
  publisher={PeerJ Inc.}
}

@article{montenegro2025we,
  title={What We Know About the Role of Large Language Models for Medical Synthetic Dataset Generation},
  author={Montenegro, Larissa and Gomes, Luis M and Machado, Jos{\'e} M},
  journal={AI},
  volume={6},
  number={6},
  pages={109},
  year={2025},
  publisher={MDPI}
}

@article{sousa2024towards,
  title={Towards a standardized real-time data repository based on laboratory test results},
  author={Sousa, Regina and Peixoto, Hugo and Guimar{\~a}es, Tiago and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={231},
  pages={452--457},
  year={2024},
  publisher={Elsevier}
}

@article{cruz2024decentralize,
  title={Decentralize healthcare marketplace},
  author={Cruz, Gon{\c{c}}alo and Guimar{\~a}es, Tiago and Santos, Manuel Filipe and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={231},
  pages={439--444},
  year={2024},
  publisher={Elsevier}
}

@article{miranda2024revolutionising,
  title={Revolutionising the quality of life: The role of real-time sensing in smart cities},
  author={Miranda, Rui and Alves, Carlos and Sousa, Regina and Chaves, Ant{\'o}nio and Montenegro, Larissa and Peixoto, Hugo and Dur{\~a}es, Dalila and Machado, Ricardo and Abelha, Ant{\'o}nio and Novais, Paulo and others},
  journal={Electronics},
  volume={13},
  number={3},
  pages={550},
  year={2024},
  publisher={MDPI}
}

@inproceedings{alves2024immersive,
  title={Immersive shopping experiences: The role of augmented reality in e-commerce},
  author={Alves, Carlos and Machado, Jos{\'e}},
  booktitle={International Conference on Information Technology \& Systems},
  pages={205--213},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{chaves2024collaborative,
  title={Collaborative Platform for Intelligent Monitoring of Diabetic Foot Patients-Colab4IMDF},
  author={Chaves, Ant{\'o}nio and Sousa, Regina and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Peixoto, Hugo},
  booktitle={International Conference on Information Technology \& Systems},
  pages={195--204},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{sousa2024interplay,
  title={The Interplay of Inflation, Healthcare Spending, and Suicide Rates: An Empirical Analysis},
  author={Sousa, Regina and Ribeiro, Cl{\'a}udia and Cardoso, C{\'a}tia and Freixo, B{\'a}rbara and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Conference on Information Technology \& Systems},
  pages={467--476},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@article{machado2024behaviour,
  title={Behaviour of machine learning algorithms in the classification of energy consumption in school buildings},
  author={Machado, Jos{\'e} and Chaves, Ant{\'o}nio and Montenegro, Larissa and Alves, Carlos and Dur{\~a}es, Dalila and Machado, Ricardo and Novais, Paulo},
  journal={Logic Journal of the IGPL},
  pages={jzae058},
  year={2024},
  publisher={Oxford University Press}
}

@article{silva2024predictive,
  title={Predictive quality model for customer defects},
  author={Silva, Anabela Costa and Machado, Jos{\'e} and Sampaio, Paulo},
  journal={The TQM Journal},
  volume={36},
  number={9},
  pages={155--174},
  year={2024},
  publisher={Emerald Publishing Limited}
}

@article{alves2024future,
  title={Future perspectives in healthcare: An analysis of augmented reality and spatial computing in hospital environments},
  author={Alves, Carlos and Reis, Jos{\'e} Lu{\'\i}s and dos Santos, Jos{\'e} Paulo Marques and Gomes, Lu{\'\i}s Mendes and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={238},
  pages={932--937},
  year={2024},
  publisher={Elsevier}
}

@article{nguyen2024intelligent,
  title={Intelligent search system for resume and labor law},
  author={Nguyen, Hien and Pham, Vuong and Ngo, Hung Q and Huynh, Anh and Nguyen, Binh and Machado, Jos{\'e}},
  journal={PeerJ Computer Science},
  volume={10},
  pages={e1786},
  year={2024},
  publisher={PeerJ Inc.}
}

@article{lori2024advanced,
  title={Advanced tractography results agree with communication between Global Workspace and Integrated Information consciousness areas},
  author={Lori, Nicolas and Machado, Jos{\'e}},
  year={2024}
}

@article{ferreira2024standardizing,
  title={Standardizing Corneal Transplantation Records Using openEHR: Case Study},
  author={Ferreira, Diana and Neto, Cristiana and Hak, Francini and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e}},
  journal={JMIR Medical Informatics},
  volume={12},
  pages={e48407},
  year={2024},
  publisher={JMIR Publications Toronto, Canada}
}

@article{machado2024ethical,
  title={Ethical Decision-Making in Artificial Intelligence: A Logic Programming Approach},
  author={Machado, Jos{\'e} and Sousa, Regina and Peixoto, Hugo and Abelha, Ant{\'o}nio},
  journal={AI},
  volume={5},
  number={4},
  pages={2707--2724},
  year={2024},
  publisher={MDPI}
}

@article{sousa2024unlocking,
  title={Unlocking healthcare data potential: A comprehensive integration approach with GraphQL, openEHR, Redis, and Pervasive Business Intelligence},
  author={Sousa, Regina and Abelha, Vasco and Peixoto, Hugo and Machado, Jos{\'e}},
  journal={Technologies},
  volume={12},
  number={12},
  pages={265},
  year={2024},
  publisher={MDPI}
}

@inproceedings{sousa2024unveiling,
  title={Unveiling Societal Health Patterns: A Study of Physical Activity, Chronic Diseases, and Depression Symptoms in Europe},
  author={Sousa, Regina and de Freitas Santos, Millena and Machado, Jos{\'e}},
  booktitle={International Conference on Data Science and Artificial Intelligence},
  pages={266--279},
  year={2024},
  organization={Springer Nature Singapore Singapore}
}

@inproceedings{sousa2024enhancing,
  title={Enhancing Automotive Products with TinyML and MEMS Sensors: A Preliminary Approach},
  author={Sousa, L{\'\i}dia and Silva, Rui and Peixoto, Hugo and Melo-Pinto, Pedro and Costa, Andr{\'e} and Melo, C{\'e}sar and Delgado, Pedro and Fukuda, Vitor and Machado, Jos{\'e}},
  booktitle={International Conference on Data Science and Artificial Intelligence},
  pages={194--208},
  year={2024},
  organization={Springer Nature Singapore Singapore}
}

@inproceedings{magalhaes2024comprehensive,
  title={A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education},
  author={Magalh{\~a}es, Renata and Dur{\~a}es, Dalila and Costa, Ant{\'o}nio and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={529--540},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@article{ferreira2024standardizing,
  title={Standardizing Corneal Transplantation Records with openEHR: Case Study},
  author={Ferreira, Diana and Neto, Cristiana and Hak, Francini and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e}},
  year={2024}
}

@article{lopes2024primary,
  title={Primary Health Care Appointments and Hospital Stay: An Impact Analysis},
  author={Lopes, Joana and Miranda, Tiago and Sousa, Regina and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={251},
  pages={696--702},
  year={2024},
  publisher={Elsevier}
}

@article{fernandes2024innovative,
  title={Innovative mobile solutions for visual and mobility disabilities: a comprehensive overview},
  author={Fernandes, Joana and Machado, Jos{\'e} and Duarte, J{\'u}lio and Peixoto, Hugo},
  journal={Procedia Computer Science},
  volume={251},
  pages={684--689},
  year={2024},
  publisher={Elsevier}
}

@misc{santos2024method,
  title={Method to generate a database for synchronization of a text, a video and/or audio media},
  author={Santos, Pedro Afonso Rodrigues and Da Silva, Irenel Lopo and Lori, Nicolas Francisco and MACHADO, Jose Manuel FERREIRA},
  year={2024},
  month=jun # "~13",
  note={US Patent App. 18/536,487}
}

@inproceedings{fernandes2024architectural,
  title={An Architectural Proposal for Injury Assessment in Occupational Medicine},
  author={Fernandes, Mariana and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Symposium on Distributed Computing and Artificial Intelligence},
  pages={181--190},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{ribeiro2024harnessing,
  title={Harnessing Deep Learning for Detection of Violence and Vandalism},
  author={Ribeiro, Tiago and Pav{\'o}n, Juan and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={Advances in Artificial Intelligence--IBERAMIA 2024: 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13--15, 2024, Proceedings},
  pages={476},
  year={2024},
  organization={Springer Nature}
}

@inproceedings{medeiros2024efficiency,
  title={Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants},
  author={Medeiros, Gon{\c{c}}alo and Marcondes, Francisco S and Oliveira, Pedro and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={Ibero-American Conference on Artificial Intelligence},
  pages={298--309},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}

@misc{mehmood2023distributed,
  title={Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference},
  author={Mehmood, Rashid and Alves, Victor and Pra{\c{c}}a, Isabel and Wikarek, Jaros{\l}aw and Parra-Dom{\'\i}nguez, Javier and Loukanova, Roussanka and de Miguel, Ignacio and Pinto, Tiago and Nunes, Ricardo and Ricca, Michela},
  year={2023},
  publisher={Springer Nature}
}

@article{moreira2023overview,
  title={An overview of omnichannel interaction in health care services},
  author={Moreira, Ailton and Alves, Carlos and Machado, Jos{\'e} and Santos, Manuel Filipe},
  journal={Mayo Clinic Proceedings: Digital Health},
  volume={1},
  number={2},
  pages={77--93},
  year={2023},
  publisher={Elsevier}
}

@article{miranda2023data,
  title={Data platforms for real-time insights in healthcare: systematic review},
  author={Miranda, Rui and Alves, Carlos and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={220},
  pages={826--831},
  year={2023},
  publisher={Elsevier}
}

@article{vaz2023enhancing,
  title={Enhancing clinical management of bariatric surgery using business intelligence},
  author={Vaz, Lara and Peixoto, Hugo and Duarte, J{\'u}lio and Alvarez, C{\'e}sar and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={220},
  pages={850--855},
  year={2023},
  publisher={Elsevier}
}

@article{braga2023architecture,
  title={An architecture proposal for noncommunicable diseases prevention},
  author={Braga, Diana and Oliveira, Daniela and Ros{\'a}rio, Rafaela and Novais, Paulo and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={220},
  pages={820--825},
  year={2023},
  publisher={Elsevier}
}

@article{silva2023data,
  title={A data acquisition and consolidation system based on openEHR applied to physical medicine and rehabilitation},
  author={Silva, Ines and Ferreira, Diana and Peixoto, Hugo and Machado, Jose},
  journal={Procedia Computer Science},
  volume={220},
  pages={844--849},
  year={2023},
  publisher={Elsevier}
}

@article{silva2023framework,
  title={A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications},
  author={Silva, Ant{\'o}nio Linhares and Oliveira, Pedro and Dur{\~a}es, Dalila and Fernandes, Duarte and N{\'e}voa, Rafael and Monteiro, Jo{\~a}o and Melo-Pinto, Pedro and Machado, Jos{\'e} and Novais, Paulo},
  journal={Sensors},
  volume={23},
  number={14},
  pages={6427},
  year={2023},
  publisher={MDPI}
}

@inproceedings{sousa2023implementing,
  title={Implementing a software-as-a-service strategy in healthcare workflows},
  author={Sousa, Regina and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Symposium on Distributed Computing and Artificial Intelligence},
  pages={347--356},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@misc{machado2023ai,
  title={AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart Cities: Third EAI International Conference, AISCOVID-19 2022, Braga, Portugal, November 16-18, 2022, Proceedings},
  author={Machado, Jos{\'e} Manuel and Peixoto, Hugo},
  year={2023},
  publisher={Springer Nature}
}

@inproceedings{ramos2023information,
  title={Information technology monitoring in healthcare: a case study},
  author={Ramos, Vasco and Marques, Carolina and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Information Technology \& Systems},
  pages={351--361},
  year={2023},
  organization={Springer International Publishing Cham}
}

@inproceedings{coelho2023multi,
  title={Multi-agent system for multimodal machine learning object detection},
  author={Coelho, Eduardo and Pimenta, Nuno and Peixoto, Hugo and Dur{\~a}es, Dalila and Melo-Pinto, Pedro and Alves, Victor and Bandeira, Louren{\c{c}}o and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International Conference on Hybrid Artificial Intelligence Systems},
  pages={673--681},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{miranda2023smart,
  title={Smart cities using crowdsensing and geoferenced notifications},
  author={Miranda, Rui and Ribeiro, Eduarda and Dur{\~a}es, Dalila and Peixoto, Hugo and Machado, Ricardo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Sustainable Smart Cities and Territories International Conference},
  pages={97--110},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{chaves2023intelligent,
  title={Intelligent systems in healthcare: an architecture proposal},
  author={Chaves, Ant{\'o}nio and Montenegro, Larissa and Peixoto, Hugo and Abelha, Ant{\'o}nio and Gomes, Lu{\'\i}s and Machado, Jos{\'e}},
  booktitle={International Symposium on Ambient Intelligence},
  pages={230--238},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{arfilinia2023multidimensional,
  title={Multidimensional Sentiment Analysis of Tourism Object in DKI Jakarta, Banten, East Java, Central Java and West Java using Support Vector Machine Algorithm},
  author={Arfilinia, Anggia and Andreswari, Rachmadita and Hamami, Faqih and Machado, Jos{\'e} Manuel Ferreira},
  booktitle={2023 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)},
  pages={1--6},
  year={2023},
  organization={IEEE}
}

@inproceedings{fauzan2023breast,
  title={Breast Cancer Detection on Histopathology Images Using Pre-trained Computer Vision Models},
  author={Fauzan, Daffa Farras and Fauzi, Rahmat and Pratiwi, Oktariani Nurul and Machado, Jos{\'e} Manuel Ferreira},
  booktitle={2023 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)},
  pages={1--6},
  year={2023},
  organization={IEEE}
}

@inproceedings{prema2023discovery,
  title={Discovery of Hospital Billing Process in a Regional Hospital Using Process Mining},
  author={Prema, I Gusti Ngurah Agung Agni and Andreswari, Rachmadita and Machado, Jos{\'e} Manuel Ferreira and others},
  booktitle={2023 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)},
  pages={1--5},
  year={2023},
  organization={IEEE}
}

@article{ahab2023analysis,
  title={Analysis and Application of The Mining Process to Identify Student Learning Behaviour On The Use of E-Learning After The Covid-19 Pandemic},
  author={Ahab, Melinsye Herliani and Witarsyah, Deden and Andreswari, Rachmadita and Machado, Jos{\'e} Manuel Ferreira and Mahdin, Hairulnizam},
  journal={ASIA PACIFIC JOURNAL OF INFORMATION SYSTEM AND DIGITAL TRANSFORMATION},
  volume={1},
  number={01},
  pages={1--9},
  year={2023}
}

@misc{pereira2023intelligent,
  title={Intelligent Computer Vision System for Analysis and Characterization of Yarn Quality. Electronics 2023, 12, 236},
  author={Pereira, F and Macedo, A and Pinto, L and Soares, F and Vasconcelos, R and Machado, J and Carvalho, V},
  year={2023}
}

@inproceedings{cruz2023decentralized,
  title={How Decentralized Autonomous Organizations are Affecting Real Estate},
  author={Cruz, Gon{\c{c}}alo and Guimar{\~a}es, Tiago and Santos, Manuel Filipe and Machado, Jos{\'e}},
  booktitle={International Congress on Blockchain and Applications},
  pages={276--285},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{hernandez2023machine,
  title={A Machine Learning Approach to Evaluating the Relationship Between Dental Extraction and Craniofacial Growth in Adolescents},
  author={Hern{\'a}ndez, Guillermo and Gonz{\'a}lez-Briones, Alfonso and Machado, Jos{\'e} and Chamoso, Pablo and Novais, Paulo},
  booktitle={International Conference on Data Science and Artificial Intelligence},
  pages={300--313},
  year={2023},
  organization={Springer Nature Singapore Singapore}
}

@inproceedings{dias2023enhancing,
  title={Enhancing data science interoperability: an innovative system for managing OpenEHR structures},
  author={Dias, Miguel and Sousa, Regina and Duarte, J{\'u}lio and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Conference on Data Science and Artificial Intelligence},
  pages={288--299},
  year={2023},
  organization={Springer Nature Singapore Singapore}
}

@inproceedings{zhinin2023reinforcement,
  title={A Reinforcement Learning Algorithm for Improving the Generation of Telerehabilitation Activities of ABI Patients},
  author={Zhinin-Vera, Luis and Moya, Alejandro and Navarro, Elena and Jaen, Javier and Machado, Jos{\'e}},
  booktitle={International Conference on Ubiquitous Computing and Ambient Intelligence},
  pages={15--26},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{moya2023clustering,
  title={Clustering ABI Patients for a Customized Rehabilitation Process},
  author={Moya, Alejandro and Zhinin-Vera, Luis and Navarro, Elena and Jaen, Javier and Machado, Jos{\'e}},
  booktitle={International Conference on Ubiquitous Computing and Ambient Intelligence},
  pages={217--228},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@article{gonccalves2023urban,
  title={Urban traffic simulation using mobility patterns synthesized from real sensors},
  author={Gon{\c{c}}alves, F{\'a}bio and Silva, Gon{\c{c}}alo O and Santos, Alexandre and Rocha, Ana Maria AC and Peixoto, Hugo and Dur{\~a}es, Dalila and Machado, Jos{\'e}},
  journal={Electronics},
  volume={12},
  number={24},
  pages={4971},
  year={2023},
  publisher={MDPI}
}

@inproceedings{montenegro2023ai,
  title={AI-Based Medical Scribe to Support Clinical Consultations: A Proposed System Architecture},
  author={Montenegro, Larissa and Gomes, Luis M and Machado, Jos{\'e} M},
  booktitle={EPIA Conference on Artificial Intelligence},
  pages={274--285},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

@misc{machado2023blockchain,
  title={Blockchain and Applications, 5th International Congress},
  author={Machado, Jos{\'e} Manuel and Prieto, Javier and Vieira, Paulo and Peixoto, Hugo and Abelha, Ant{\'o}nio and Arroyo, David and Vigneri, Luigi},
  year={2023},
  publisher={Springer}
}

@inproceedings{alves2023spatial,
  title={Spatial computing and augmented reality—challenges in e-commerce},
  author={Alves, Carlos and Machado, Jos{\'e} and Reis, Jos{\'e} Lu{\'\i}s},
  booktitle={International Conference on Marketing and Technologies},
  pages={851--863},
  year={2023},
  organization={Springer Nature Singapore Singapore}
}

@inproceedings{denanti2023correlation,
  title={The Correlation of Headline News Sentiment and Stock Return During Dividend Period},
  author={Denanti, Siska Putri and Yunita, Irni and Widarmanti, Tri and Machado, Jos{\'e} Manuel Ferreira},
  booktitle={2023 International Conference on Digital Business and Technology Management (ICONDBTM)},
  pages={1--6},
  year={2023},
  organization={IEEE}
}

@article{martinez2023evaluation,
  title={Evaluation of transfer learning to improve arrhythmia classification for a small ECG database},
  author={Martinez, Larissa Muriel Montenegro and Peixoto, Hugo and Machado, Jos{\'e} Manuel},
  year={2023},
  publisher={Springer}
}

@article{esteves2022development,
  title={The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution},
  author={Esteves, Marisa and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Wireless Networks},
  pages={1--7},
  year={2022},
  publisher={Springer US}
}

@article{brito2022data,
  title={A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis},
  author={Brito, Claudia and Esteves, Marisa and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Wireless Networks},
  pages={1--9},
  year={2022},
  publisher={Springer US}
}

@inproceedings{neto2022prediction,
  title={Prediction models for coronary heart disease},
  author={Neto, Cristiana and Ferreira, Diana and Ramos, Jos{\'e} and Cruz, Sandro and Oliveira, Joaquim and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Distributed Computing and Artificial Intelligence, Volume 1: 18th International Conference 18},
  pages={119--128},
  year={2022},
  organization={Springer International Publishing}
}

@article{oliveira2022prediction,
  title={Prediction of covid-19 diagnosis based on openehr artefacts},
  author={Oliveira, Daniela and Ferreira, Diana and Abreu, Nuno and Leuschner, Pedro and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Scientific Reports},
  volume={12},
  number={1},
  pages={12549},
  year={2022},
  publisher={Nature Publishing Group UK London}
}

@inproceedings{neto2022classification,
  title={Classification of Dementia in Adults},
  author={Neto, Cristiana and Ferreira, Diana and Nunes, Jo{\~a}o and Braga, Lu{\'\i}s and Martins, Lu{\'\i}s and Cunha, Lu{\'\i}s and Machado, Jos{\'e}},
  booktitle={Developments and Advances in Defense and Security: Proceedings of MICRADS 2021},
  pages={283--293},
  year={2022},
  organization={Springer Singapore}
}

@inproceedings{guisasola2022detecting,
  title={Detecting Autism Spectrum Disorder Using Data Mining},
  author={Guisasola, Ana C and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Developments and Advances in Defense and Security: Proceedings of MICRADS 2021},
  pages={271--281},
  year={2022},
  organization={Springer Singapore}
}

@article{reinolds2022deep,
  title={Deep learning for activity recognition using audio and video},
  author={Reinolds, Francisco and Neto, Cristiana and Machado, Jos{\'e}},
  journal={Electronics},
  volume={11},
  number={5},
  pages={782},
  year={2022},
  publisher={MDPI}
}

@article{santos2022weakness,
  title={Weakness evaluation on in-vehicle violence detection: an assessment of X3D, C2D and I3D against FGSM and PGD},
  author={Santos, Fl{\'a}vio and Dur{\~a}es, Dalila and Marcondes, Francisco S and Hammerschmidt, Niklas and Machado, Jos{\'e} and Novais, Paulo},
  journal={Electronics},
  volume={11},
  number={6},
  pages={852},
  year={2022},
  publisher={MDPI}
}

@incollection{marreiros2022classification,
  title={Classification of polycystic ovary syndrome based on correlation weight using machine learning},
  author={Marreiros, Marcelo and Ferreira, Diana and Neto, Cristiana and Witarsyah, Deden and Machado, Jos{\'e}},
  booktitle={Big Data Analytics and Artificial Intelligence in the Healthcare Industry},
  pages={150--176},
  year={2022},
  publisher={IGI Global Scientific Publishing}
}

@article{peixoto2022predicting,
  title={Predicting Diabetes Disease for healthy smart cities},
  author={Peixoto, H and Ramos, V and Marques, C and Machado, J},
  journal={EAI Endorsed Trans. Smart Cities},
  volume={6},
  pages={e1},
  year={2022}
}

@article{marques2022pervasive,
  title={Pervasive monitoring system for services and servers in healthcare environment},
  author={Marques, Carolina and Ramos, Vasco and Peixoto, Hugo and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={201},
  pages={720--725},
  year={2022},
  publisher={Elsevier}
}

@article{silva2022rule,
  title={Rule-based clinical decision support system using the openehr standard},
  author={Silva, Sarah Tifany and Hak, Francini and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={201},
  pages={726--731},
  year={2022},
  publisher={Elsevier}
}

@article{montenegro2022human,
  title={Human-assisted vs. deep learning feature extraction: an evaluation of ECG features extraction methods for arrhythmia classification using machine learning},
  author={Montenegro, Larissa and Abreu, Mariana and Fred, Ana and Machado, Jose M},
  journal={Applied Sciences},
  volume={12},
  number={15},
  pages={7404},
  year={2022},
  publisher={MDPI}
}

@inproceedings{silva2022tuning,
  title={On tuning the particle swarm optimization for solving the traffic light problem},
  author={Silva, Gon{\c{c}}alo O and Rocha, Ana Maria AC and Witeck, Gabriela R and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Machado, Jos{\'e}},
  booktitle={International Conference on Computational Science and Its Applications},
  pages={68--80},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{witeck2022bibliometric,
  title={A bibliometric review and analysis of traffic lights optimization},
  author={Witeck, Gabriela R and Rocha, Ana Maria AC and Silva, Gon{\c{c}}alo O and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Machado, Jos{\'e}},
  booktitle={International Conference on Computational Science and Its Applications},
  pages={43--54},
  year={2022},
  organization={Springer International Publishing Cham}
}

@article{ferreira2022predicting,
  title={Predicting the survival of primary biliary cholangitis patients},
  author={Ferreira, Diana and Neto, Cristiana and Lopes, Jos{\'e} and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Applied Sciences},
  volume={12},
  number={16},
  pages={8043},
  year={2022},
  publisher={MDPI}
}

@inproceedings{pereira2022comparison,
  title={Comparison of different deployment approaches of FPGA-based hardware accelerator for 3d object detection models},
  author={Pereira, Pedro and Linhares Silva, Ant{\'o}nio and Machado, Rui and Silva, Jo{\~a}o and Dur{\~a}es, Dalila and Machado, Jos{\'e} and Novais, Paulo and Monteiro, Jo{\~a}o and Melo-Pinto, Pedro and Fernandes, Duarte},
  booktitle={EPIA Conference on Artificial Intelligence},
  pages={285--296},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{alves2022survey,
  title={Survey for big data platforms and resources management for smart cities},
  author={Alves, Carlos and Chaves, Ant{\'o}nio and Rodrigues, Carla and Ribeiro, Eduarda and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International Conference on Hybrid Artificial Intelligence Systems},
  pages={393--404},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{pereira2022comparison,
  title={A comparison of automated time series forecasting tools for smart cities},
  author={Pereira, Pedro Jos{\'e} and Costa, Nuno and Barros, Margarida and Cortez, Paulo and Dur{\~a}es, Dalila and Silva, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={EPIA Conference on Artificial Intelligence},
  pages={551--562},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{oliveira2022improving,
  title={Improving the effectiveness of heart disease diagnosis with machine learning},
  author={Oliveira, Catarina and Sousa, Regina and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
  pages={222--231},
  year={2022},
  organization={Springer International Publishing Cham}
}

@article{miranda2022machine,
  title={Machine Learning applied to health information exchange},
  author={Miranda, Filipe and Sousa, Ana Regina and Duarte, Julio and Abelha, Ant{\'o}nio Carlos and Machado, Jos{\'e}},
  journal={International Journal of Reliable and Quality E-Healthcare (IJRQEH)},
  volume={11},
  number={1},
  pages={1--17},
  year={2022},
  publisher={IGI Global}
}

@article{afonso2022openehr,
  title={Openehr based bariatric surgery follow-up},
  author={Afonso, Ana and Alvar{\'e}z, C{\'e}sar and Ferreira, Diana and Oliveira, Daniela and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={210},
  pages={271--276},
  year={2022},
  publisher={Elsevier}
}

@article{oliveira2022openehr,
  title={OpenEHR modelling applied to complementary diagnostics requests},
  author={Oliveira, Daniela and Santos, Ana and Braga, Diana and Silva, In{\^e}s and Sousa, Regina and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={210},
  pages={265--270},
  year={2022},
  publisher={Elsevier}
}

@inproceedings{sousa2022covid,
  title={The COVID-19 influence on the desire to stay at home: a Big Data architecture},
  author={Sousa, Regina and Oliveira, Daniela and Carneiro, Ana and Pinto, Luis and Pereira, Ana and Peixoto, Ana and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={199--210},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{sousa2022sustainable,
  title={Sustainable and social energy on smart cities: systematic review},
  author={Sousa, Regina and Lopes, Diogo and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Peixoto, Hugo and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability},
  pages={72--84},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{sousa2022medical,
  title={Medical recommendation system based on daily clinical reports: A proposed NLP approach for emergency departments},
  author={Sousa, Regina and Oliveira, Daniela and Dur{\~a}es, Dalila and Neto, Cristiana and Machado, Jos{\'e}},
  booktitle={International Conference on Innovative Techniques and Applications of Artificial Intelligence},
  pages={315--320},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{pimenta2022comprehensive,
  title={A comprehensive study on personal and medical information to predict diabetes},
  author={Pimenta, Nuno and Sousa, Regina and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Symposium on Distributed Computing and Artificial Intelligence},
  pages={197--207},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{silva2022traffic,
  title={Traffic light optimization of an intersection: a Portuguese Case Study},
  author={Silva, Gon{\c{c}}alo O and Rocha, Ana Maria AC and Witeck, Gabriela R and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Machado, Jos{\'e}},
  booktitle={International Conference on Optimization, Learning Algorithms and Applications},
  pages={202--214},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{miranda2022crowdsensing,
  title={Crowdsensing on smart cities: A systematic review},
  author={Miranda, Rui and Ramos, Vasco and Ribeiro, Eduarda and Rodrigues, Carla and Silva, Ant{\'o}nio and Dur{\~a}es, Dalila and Analide, C{\'e}sar and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Ibero-American Conference on Artificial Intelligence},
  pages={103--106},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{montenegro2022evaluation,
  title={Evaluation of transfer learning to improve arrhythmia classification for a small ECG database},
  author={Montenegro, Larissa and Peixoto, Hugo and Machado, Jos{\'e} M},
  booktitle={Ibero-American Conference on Artificial Intelligence},
  pages={231--242},
  year={2022},
  organization={Springer International Publishing Cham}
}

@inproceedings{trisuciana2022clustering,
  title={Clustering of COVID-19 vaccination recipients in DKI Jakarta using the K-medoids algorithm},
  author={Trisuciana, Frista Millenia and Witarsyah, Deden and Sutoyo, Edi and Machado, Jos{\'e} Manuel},
  booktitle={2022 International Conference Advancement in Data Science, E-learning and Information Systems (ICADEIS)},
  pages={01--07},
  year={2022},
  organization={IEEE}
}

@article{machado2022medical,
  title={Medical Diagnosis Classification Using WEKA},
  author={Machado, Jos{\'e} and Lori, Nicolas and Coimbra, Ana and Miranda, Filipe and Abelha, Ant{\'o}nio},
  journal={Human Interaction \& Emerging Technologies (IHIET-AI 2022): Artificial Intelligence \& Future Applications},
  volume={23},
  number={23},
  year={2022},
  publisher={AHFE Open Acces}
}

@inproceedings{sousa2022prediction,
  title={Prediction models applied to lung cancer using Data Mining},
  author={Sousa, Rita and Sousa, Regina and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Symposium on Intelligent and Distributed Computing},
  pages={195--200},
  year={2022},
  organization={Springer International Publishing Cham}
}

@misc{machado2022innovations,
  title={Innovations in Mechatronics Engineering II},
  author={Machado, Jos{\'e} and Soares, Filomena and Trojanowska, Justyna and Yildirim, Sahin and Vojt{\v{e}}{\v{s}}ek, Ji{\v{r}}{\'\i} and Rea, Pierluigi and Gramescu, Bogdan and Hrybiuk, Olena O},
  year={2022},
  publisher={Springer}
}

@inproceedings{neto2022recommendation,
  title={Recommendation of medical exams to support clinical diagnosis based on patient’s symptoms},
  author={Neto, Cristiana and Ferreira, Diana and Cunha, Hugo and Pires, Maria and Marques, Susana and Sousa, Regina and Machado, Jos{\'e}},
  booktitle={International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart Cities},
  pages={91--100},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{sousa2022covid,
  title={COVID-19 cases and their impact on global air traffic},
  author={Sousa, Regina and Gomes, Jo{\~a}o and Gomes, Jos{\'e} and Arcipreste, M{\'a}rio and Guimar{\~a}es, Pedro and Oliveira, Daniela and Machado, Jos{\'e}},
  booktitle={International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart Cities},
  pages={16--27},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{sousa2022impact,
  title={The impact of contingency measures on the COVID-19 reproduction rate},
  author={Sousa, Regina and Oliveira, Daniela and Hak, Francini and Machado, Jos{\'e}},
  booktitle={International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart Cities},
  pages={28--37},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

@inproceedings{alves2022review,
  title={Review for augmented reality shopping application for mobile systems},
  author={Alves, Carlos and Machado, Jos{\'e} and Reis, Jos{\'e} Lu{\'\i}s},
  booktitle={International Conference on Marketing and Technologies},
  pages={623--634},
  year={2022},
  organization={Springer Nature Singapore Singapore}
}

@misc{machado2022big,
  title={Big Data Analytics and Artificial Intelligence in the Healthcare Industry},
  author={Machado, Jos{\'e} and Peixoto, Hugo and Sousa, Regina},
  year={2022},
  publisher={IGI Global}
}

@inproceedings{marcondes2021vehicle,
  title={In-vehicle violence detection in carpooling: a brief survey towards a general surveillance system},
  author={Marcondes, Francisco S and Dur{\~a}es, Dalila and Gon{\c{c}}alves, Filipe and Fonseca, Joaquim and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={Distributed computing and artificial intelligence, 17th international conference},
  pages={211--220},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{duraes2021detection,
  title={Detection violent behaviors: a survey},
  author={Dur{\~a}es, Dalila and Marcondes, Francisco S and Gon{\c{c}}alves, Filipe and Fonseca, Joaquim and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={Ambient Intelligence--Software and Applications: 11th International Symposium on Ambient Intelligence},
  pages={106--116},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{castanheira2021overcoming,
  title={Overcoming challenges in healthcare interoperability regulatory compliance},
  author={Castanheira, Ant{\'o}nio and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={Ambient Intelligence--Software and Applications: 11th International Symposium on Ambient Intelligence},
  pages={44--53},
  year={2021},
  organization={Springer International Publishing}
}

@incollection{esteves2021proof,
  title={A Proof of Concept of a Business Intelligence Platform to Support the Decision-Making Process of Health Professionals in Waiting Lists},
  author={Esteves, Marisa and Esteves, M{\'a}rcia and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering},
  pages={1015--1034},
  year={2021},
  publisher={IGI Global}
}

@article{neto2021different,
  title={Different scenarios for the prediction of hospital readmission of diabetic patients},
  author={Neto, Cristiana and Senra, F{\'a}bio and Leite, Jaime and Rei, Nuno and Rodrigues, Rui and Ferreira, Diana and Machado, Jos{\'e}},
  journal={Journal of Medical Systems},
  volume={45},
  pages={1--9},
  year={2021},
  publisher={Springer US}
}

@article{martins2021data,
  title={Data mining for cardiovascular disease prediction},
  author={Martins, Barbara and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jose},
  journal={Journal of medical systems},
  volume={45},
  pages={1--8},
  year={2021},
  publisher={Springer US}
}

@inproceedings{lori2021based,
  title={Based Electronics for Brain-Machine Interface Home Supercomputer},
  author={Lori, Nicol{\'a}s and Pais-Vieira, Miguel and Curado, Manuel and Machado, Jos{\'e}},
  booktitle={Intelligent Human Systems Integration 2021: Proceedings of the 4th International Conference on Intelligent Human Systems Integration (IHSI 2021): Integrating People and Intelligent Systems, February 22-24, 2021, Palermo, Italy},
  pages={454--459},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{neto2021data,
  title={Data Mining approach to understand the association between mental disorders and unemployment},
  author={Neto, Cristiana and Rodrigues, Caroline and Mendon{\c{c}}a, Emely and Sartori, Laercio and de Pinho, Rafaela and Ferreira, Diana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Information Technology and Systems: ICITS 2021, Volume 2},
  pages={70--79},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{nogueira2021data,
  title={Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data},
  author={Nogueira, Maria and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Information Technology and Systems: ICITS 2021, Volume 2},
  pages={60--69},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{abreu2021diagnosis,
  title={Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques},
  author={Abreu, Ana and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Conference on Advances in Digital Science},
  pages={198--209},
  year={2021},
  organization={Springer International Publishing Cham}
}

@article{carvalho2021health,
  title={Health information systems (his) privacy restrictions for gdpr: Assessing initial impacts perceived by patients and healthcare professionals},
  author={Carvalho, Marcelo and Bandiera-Paiva, Paulo and Marques, Eduardo and Machado, Jos{\'e} Manuel},
  journal={International Journal of Reliable and Quality E-Healthcare (IJRQEH)},
  volume={10},
  number={2},
  pages={4--16},
  year={2021},
  publisher={IGI Global}
}

@inproceedings{neto2021prediction,
  title={Prediction models for Polycystic Ovary Syndrome using data mining},
  author={Neto, Cristiana and Silva, Mateus and Fernandes, Mariana and Ferreira, Diana and Machado, Jos{\'e}},
  booktitle={International Conference on Advances in Digital Science},
  pages={210--221},
  year={2021},
  organization={Springer International Publishing Cham}
}

@inproceedings{neto2021step,
  title={Step towards predicting patient length of stay in intensive care units},
  author={Neto, Cristiana and Pontes, Gabriel and Domente, Alexandru and Reinolds, Francisco and Costa, Jos{\'e} and Ferreira, Diana and Machado, Jos{\'e}},
  booktitle={World Conference on Information Systems and Technologies},
  pages={287--297},
  year={2021},
  organization={Springer International Publishing Cham}
}

@article{oliveira2021openehr,
  title={OpenEHR modeling: improving clinical records during the COVID-19 pandemic},
  author={Oliveira, Daniela and Miranda, Rui and Leuschner, Pedro and Abreu, Nuno and Santos, Manuel Filipe and Abelha, Antonio and Machado, Jos{\'e}},
  journal={Health and technology},
  volume={11},
  number={5},
  pages={1109--1118},
  year={2021},
  publisher={Springer Berlin Heidelberg Berlin/Heidelberg}
}

@article{chaves2021development,
  title={Development of FHIR based web applications for appointment management in healthcare},
  author={Chaves, Ant{\'o}nio and Guimar{\~a}es, Tiago and Duarte, J{\'u}lio and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={184},
  pages={917--922},
  year={2021},
  publisher={Elsevier}
}

@article{oliveira2021steps,
  title={Steps towards an healthcare information model based on openehr},
  author={Oliveira, Daniela and Miranda, Rui and Hak, Francini and Abreu, Nuno and Leuschner, Pedro and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={184},
  pages={893--898},
  year={2021},
  publisher={Elsevier}
}

@article{sousa2021software,
  title={Software tools for conducting real-time information processing and visualization in industry: An up-to-date review},
  author={Sousa, Regina and Miranda, Rui and Moreira, Ailton and Alves, Carlos and Lori, Nicolas and Machado, Jos{\'e}},
  journal={Applied Sciences},
  volume={11},
  number={11},
  pages={4800},
  year={2021},
  publisher={Multidisciplinary Digital Publishing Institute}
}

@inproceedings{vieira2021data,
  title={Data mining approach to classify cases of lung cancer},
  author={Vieira, Eduarda and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={World Conference on Information Systems and Technologies},
  pages={511--521},
  year={2021},
  organization={Springer International Publishing Cham}
}

@inproceedings{santos2021modelling,
  title={Modelling a deep learning framework for recognition of human actions on video},
  author={Santos, Fl{\'a}vio and Dur{\~a}es, Dalila and Marcondes, Francisco and Gomes, Marco and Gon{\c{c}}alves, Filipe and Fonseca, Joaquim and Wingbermuehle, Jochen and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={World Conference on Information Systems and Technologies},
  pages={104--112},
  year={2021},
  organization={Springer International Publishing Cham}
}

@article{sousa2021hierarchical,
  title={Hierarchical temporal memory theory approach to stock market time series forecasting},
  author={Sousa, Regina and Lima, Tiago and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Electronics},
  volume={10},
  number={14},
  pages={1630},
  year={2021},
  publisher={MDPI}
}

@inproceedings{cunha2021crisp,
  title={A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study},
  author={Cunha, Ant{\'o}nio F and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Advances in Artificial Intelligence, Software and Systems Engineering: Proceedings of the AHFE 2021 Virtual Conferences on Human Factors in Software and Systems Engineering, Artificial Intelligence and Social Computing, and Energy, July 25-29, 2021, USA},
  pages={156--164},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{duraes2021comparison,
  title={Comparison of transfer learning behaviour in violence detection with different public datasets},
  author={Dur{\~a}es, Dalila and Santos, Fl{\'a}vio and Marcondes, Francisco S and Lange, Sascha and Machado, Jos{\'e}},
  booktitle={Progress in Artificial Intelligence: 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7--9, 2021, Proceedings 20},
  pages={290--298},
  year={2021},
  organization={Springer International Publishing}
}

@inproceedings{santos2021efficient,
  title={Efficient violence detection using transfer learning},
  author={Santos, Fl{\'a}vio and Dur{\~a}es, Dalila and Marcondes, Francisco S and Lange, Sascha and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International Conference on Practical Applications of Agents and Multi-Agent Systems},
  pages={65--75},
  year={2021},
  organization={Springer International Publishing Cham}
}

@inproceedings{sousa2021contactless,
  title={Contactless human-computer interaction using a Deep Neural Network Pipeline for real-time video interpretation and classification},
  author={Sousa, Regina and Jesus, Tiago and Alves, Victor and Machado, Jos{\'e}},
  booktitle={International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability},
  pages={209--220},
  year={2021},
  organization={Springer International Publishing Cham}
}

@inproceedings{santos2021car,
  title={In-car violence detection based on the audio signal},
  author={Santos, Fl{\'a}vio and Dur{\~a}es, Dalila and Marcondes, Francisco S and Hammerschmidt, Niklas and Lange, Sascha and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={International conference on intelligent data engineering and automated learning},
  pages={437--445},
  year={2021},
  organization={Springer International Publishing Cham}
}

@article{lori2021quantum,
  title={Quantum field theory representation in quantum computation},
  author={Lori, Nicol{\'a}s and Neves, Jos{\'e} and Machado, Jos{\'e}},
  journal={Applied Sciences},
  volume={11},
  number={23},
  pages={11272},
  year={2021},
  publisher={MDPI}
}

@article{sutoyo2021international,
  title={International Journal of Advances in Data and Information Systems Vol. 2, No. 1, April 2021},
  author={Sutoyo, Edi and Yanto, Iwan Tri Riyadi and Machado, Jos{\'e} and Yahya, Bernardo Nugroho and Hamid, Suraya and Arshah, Ruzaini Abdullah and Rifai, Achmad Pratama and Witarsyah, Deden and Saadi, Younes and Saputra, Muhardi and others},
  year={2021}
}

@inproceedings{saragih2021sentiment,
  title={Sentiment analysis of social media twitter with case of large scale social restriction in Jakarta using support vector machine algorithm},
  author={Saragih, Praise Setiawan and Witarsyah, Deden and Hamami, Faqih and Machado, Jos{\'e} Manuel},
  booktitle={2021 International Conference Advancement in Data Science, E-learning and Information Systems (ICADEIS)},
  pages={1--6},
  year={2021},
  organization={IEEE}
}

@inproceedings{duarte2021comparative,
  title={A comparative study of data mining techniques applied to renal-cell carcinomas},
  author={Duarte, Ana and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={EAI International Conference on IoT Technologies for HealthCare},
  pages={53--62},
  year={2021},
  organization={Springer International Publishing Cham}
}

@inproceedings{marques2021predicting,
  title={Predicting diabetes disease in the female adult population, using data mining},
  author={Marques, Carolina and Ramos, Vasco and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={EAI International Conference on IoT Technologies for HealthCare},
  pages={63--73},
  year={2021},
  organization={Springer International Publishing Cham}
}

@article{sousa2021hierarchical,
  title={Hierarchical Temporal Memory Theory Approach to Stock Market Time Series Forecasting. Electronics 2021, 10, 1630},
  author={Sousa, R and Lima, T and Abelha, A and Machado, J},
  journal={Advances in Public Transport Platform for the Development of Sustainability Cities},
  pages={59},
  year={2021},
  publisher={s Note: MDPI stays neutral with regard to jurisdictional claims in published~…}
}

@inproceedings{lopes2021big,
  title={Big Data in Healthcare Institutions: An Architecture Proposal},
  author={Lopes, Jos{\'e} and Sousa, Regina and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={National Conference on Big Data Technology and Applications},
  pages={297--311},
  year={2021},
  organization={Springer Nature Switzerland Cham}
}

@misc{gonzalez2021distributed,
  title={Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference},
  author={Gonz{\'a}lez, Sara Rodr{\'\i}guez and Machado, Jos{\'e} Manuel and Gonz{\'a}lez-Briones, Alfonso and Wikarek, Jaroslaw and Loukanova, Roussanka and Katranas, George and Casado-Vara, Roberto},
  year={2021},
  publisher={Springer Nature}
}

@incollection{braga2020applied,
  title={Applied Pervasive Patient Timeline in Intensive Care Units},
  author={Braga, Andr{\'e} and Portela, Filipe and Santos, Manuel Filipe and da Silva Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={Hospital Management and Emergency Medicine: Breakthroughs in Research and Practice},
  pages={567--579},
  year={2020},
  publisher={IGI Global}
}

@incollection{oliveira2020step,
  title={Step towards interoperability in nursing practice},
  author={Oliveira, Daniela and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications},
  pages={865--878},
  year={2020},
  publisher={IGI Global Scientific Publishing}
}

@inproceedings{oliveira2020development,
  title={The development of a business intelligence web application to support the decision-making process regarding absenteeism in the workplace},
  author={Oliveira, Sara and Esteves, Marisa and Cernadas, Rui and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Conference on Information Technology \& Systems},
  pages={104--113},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{faria2020intelligent,
  title={Intelligent support system for the provision of inpatient care},
  author={Faria, S{\'o}nia and Oliveira, Daniela and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Information Technology and Systems: Proceedings of ICITS 2020},
  pages={364--374},
  year={2020},
  organization={Springer International Publishing}
}

@article{pereira2020clinical,
  title={The clinical informatization in Portugal: an approach to the National Health Service certification},
  author={Pereira, Soraia and Silva, Lara and Machado, Jos{\'e} and Cabral, Alexandra},
  journal={International Journal of Reliable and Quality E-Healthcare (IJRQEH)},
  volume={9},
  number={2},
  pages={34--47},
  year={2020},
  publisher={IGI Global}
}

@inproceedings{fernandes2020assess,
  title={How to assess the acceptance of an Electronic Health Record system?},
  author={Fernandes, Catarina and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Trends and Innovations in Information Systems and Technologies: Volume 3 8},
  pages={466--475},
  year={2020},
  organization={Springer International Publishing}
}

@inproceedings{neto2020prediction,
  title={Prediction of length of stay for stroke patients using artificial neural networks},
  author={Neto, Cristiana and Brito, Maria and Peixoto, Hugo and Lopes, V{\'\i}tor and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Trends and Innovations in Information Systems and Technologies: Volume 1 8},
  pages={212--221},
  year={2020},
  organization={Springer International Publishing}
}

@inproceedings{sousa2020step,
  title={Step towards monitoring intelligent agents in healthcare information systems},
  author={Sousa, Regina and Ferreira, Diana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Trends and Innovations in Information Systems and Technologies: Volume 3 8},
  pages={510--519},
  year={2020},
  organization={Springer International Publishing}
}

@article{ferreira2020recommendation,
  title={Recommendation system using autoencoders},
  author={Ferreira, Diana and Silva, Sofia and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Applied Sciences},
  volume={10},
  number={16},
  pages={5510},
  year={2020},
  publisher={MDPI}
}

@inproceedings{jesus2020review,
  title={Review of trends in automatic human activity recognition using synthetic audio-visual data},
  author={Jesus, Tiago and Duarte, J{\'u}lio and Ferreira, Diana and Dur{\~a}es, Dalila and Marcondes, Francisco and Santos, Fl{\'a}vio and Gomes, Marco and Novais, Paulo and Gon{\c{c}}alves, Filipe and Fonseca, Joaquim and others},
  booktitle={International conference on intelligent data engineering and automated learning},
  pages={549--560},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{peixoto2020integrating,
  title={Integrating a data mining engine into recommender systems},
  author={Peixoto, Vitor and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={209--220},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{cunha2020improving,
  title={Improving performance of recommendation system architecture},
  author={Cunha, Gil and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={495--506},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{coimbra2020review,
  title={Review of trends in automatic human activity recognition in vehicle based in synthetic data},
  author={Coimbra, Ana and Neto, Cristiana and Ferreira, Diana and Duarte, J{\'u}lio and Oliveira, Daniela and Hak, Francini and Gon{\c{c}}alves, Filipe and Fonseca, Joaquim and Lori, Nicolas and Abelha, Ant{\'o}nio and others},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={368--376},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{lori2020bridging,
  title={Bridging the gap of neuroscience, philosophy, and evolutionary biology to propose an approach to machine learning of human-like ethics},
  author={Lori, Nicolas and Ferreira, Diana and Alves, Victor and Machado, Jos{\'e}},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={309--321},
  year={2020},
  organization={Springer International Publishing Cham}
}

@inproceedings{costa2020anticipating,
  title={Anticipating maintenance in telecom installation processes},
  author={Costa, Diana and Pereira, Carlos and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={International Conference on Intelligent Data Engineering and Automated Learning},
  pages={322--334},
  year={2020},
  organization={Springer International Publishing Cham}
}

@article{goncalves2020prediction,
  title={Prediction of mental illness associated with unemployment using data mining},
  author={Goncalves, Carina and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={177},
  pages={556--561},
  year={2020},
  publisher={Elsevier}
}

@article{oliveira2020management,
  title={Management of a pandemic based on an openehr approach},
  author={Oliveira, Daniela and Miranda, Rui and Abreu, Nuno and Leuschner, Pedro and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={177},
  pages={522--527},
  year={2020},
  publisher={Elsevier}
}

@article{pinto2020data,
  title={Data mining to predict early stage chronic kidney disease},
  author={Pinto, Ana and Ferreira, Diana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={177},
  pages={562--567},
  year={2020},
  publisher={Elsevier}
}

@incollection{neto2019applied,
  title={Applied business intelligence in surgery waiting lists management},
  author={Neto, Cristiana and Dias, In{\^e}s and Santos, Maria and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications},
  pages={1580--1594},
  year={2019},
  publisher={IGI global}
}

@incollection{reis2019business,
  title={Business intelligence for nutrition therapy},
  author={Reis, Rita and Mendon{\c{c}}a, Ana and Ferreira, Diana Lisandra Azevedo and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications},
  pages={459--474},
  year={2019},
  publisher={IGI Global}
}

@inproceedings{machado2019predicting,
  title={Predicting the length of hospital stay after surgery for perforated peptic ulcer},
  author={Machado, Jos{\'e} and Cardoso, Ana Catarina and Gomes, In{\^e}s and Silva, In{\^e}s and Lopes, V{\'\i}tor and Peixoto, Hugo and Abelha, Ant{\'o}nio},
  booktitle={Information Technology and Systems: Proceedings of ICITS 2019},
  pages={569--579},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{peixoto2019predicting,
  title={Predicting death and morbidity in perforated peptic ulcer},
  author={Peixoto, Hugo and Correia e Silva, Lara and Pereira, Soraia and Jesus, Tiago and Lopes, V{\'\i}tor and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Information Technology and Systems: Proceedings of ICITS 2019},
  pages={558--568},
  year={2019},
  organization={Springer International Publishing}
}

@article{fonseca2019smart,
  title={Smart mobile computing in pregnancy care},
  author={Fonseca, Francisca and Peixoto, Hugo and Braga, Jorge and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio},
  year={2019},
  publisher={International Society for Computers and Their Applications (ISCA)}
}

@inproceedings{peixoto2019predicting,
  title={Predicting postoperative complications for gastric cancer patients using data mining},
  author={Peixoto, Hugo and Francisco, Alexandra and Duarte, Ana and Esteves, M{\'a}rcia and Oliveira, Sara and Lopes, V{\'\i}tor and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Intelligent Technologies for Interactive Entertainment: 10th EAI International Conference, INTETAIN 2018, Guimar{\~a}es, Portugal, November 21-23, 2018, Proceedings 10},
  pages={37--46},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{neto2019improving,
  title={Improving healthcare delivery with new interactive visualization methods},
  author={Neto, Cristiana and Ferreira, Diana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Knowledge in Information Systems and Technologies: Volume 3},
  pages={537--546},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{loreto2019predicting,
  title={Predicting low birth weight babies through data mining},
  author={Loreto, Patr{\'\i}cia and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Knowledge in Information Systems and Technologies: Volume 3},
  pages={568--577},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{ferreira2019adaptive,
  title={Adaptive business intelligence in healthcare-A platform for optimising surgeries},
  author={Ferreira, Jos{\'e} and Portela, Filipe and Machado, Jos{\'e} and Santos, Manuel Filipe},
  booktitle={New Knowledge in Information Systems and Technologies: Volume 3},
  pages={611--620},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{cruz2019application,
  title={Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis},
  author={Cruz, Manuela and Esteves, Marisa and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Knowledge in Information Systems and Technologies: Volume 3},
  pages={557--567},
  year={2019},
  organization={Springer International Publishing}
}

@inproceedings{ferreira2019steps,
  title={Steps Towards Online Monitoring Systems and Interoperability},
  author={Ferreira, Diana and Neto, Cristiana and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={New Knowledge in Information Systems and Technologies: Volume 3},
  pages={527--536},
  year={2019},
  organization={Springer International Publishing}
}

@article{esteves2019proof,
  title={A proof of concept of a mobile health application to support professionals in a Portuguese nursing home},
  author={Esteves, M{\'a}rcia and Esteves, Marisa and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Sensors},
  volume={19},
  number={18},
  pages={3951},
  year={2019},
  publisher={MDPI}
}

@inproceedings{de2019prediction,
  title={Prediction of mortality and occurrence of complications for gastric cancer patients},
  author={de Brito, Maria Ana and Neto, Cristiana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2019 International Conference in Engineering Applications (ICEA)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@inproceedings{miranda2019intelligent,
  title={Intelligent nutrition in healthcare and continuous care},
  author={Miranda, Rui and Ferreira, Diana and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2019 International Conference in Engineering Applications (ICEA)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}

@inproceedings{ribeiro2019comparative,
  title={A comparative study of optical character recognition in health information system},
  author={Ribeiro, M{\'a}rio RM and J{\`u}lio, Duarte and Abelha, Vasco and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2019 International Conference in Engineering Applications (ICEA)},
  pages={1--5},
  year={2019},
  organization={IEEE}
}

@article{neto2019application,
  title={Application of data mining for the prediction of mortality and occurrence of complications for gastric cancer patients},
  author={Neto, Cristiana and Brito, Maria and Lopes, V{\'\i}tor and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Entropy},
  volume={21},
  number={12},
  pages={1163},
  year={2019},
  publisher={MDPI}
}

@article{aqra2019incremental,
  title={Incremental algorithm for association rule mining under dynamic threshold},
  author={Aqra, Iyad and Abdul Ghani, Norjihan and Maple, Carsten and Machado, Jos{\'e} and Sohrabi Safa, Nader},
  journal={Applied Sciences},
  volume={9},
  number={24},
  pages={5398},
  year={2019},
  publisher={MDPI}
}

@inproceedings{esteves2019mobile,
  title={A Mobile Health Application to Assist Health Professionals: A Case Study in a Portuguese Nursing Home.},
  author={Esteves, M{\'a}rcia and Esteves, Marisa and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={ICT4AWE},
  pages={338--345},
  year={2019}
}

@article{portela20193rd,
  title={The 3rd International Workshop on Data Science for Intelligent Decision Support (DS4IDS},
  author={Portela, Filipe and Santos, Manuel Filipe and Govardhan, A and Amato, Alba and Azevedo, Ana and Kobusi{\'n}ska, Anna and Abelha, Ant{\'o}nio and Zhu, Bilan and Koutsomitropoulos, Dimitrios and Messina, Fabrizio and others},
  year={2019}
}

@article{machado2019mobile,
  title={A mobile health application to assist health professionals: a case study in a portuguese nursing home},
  author={Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Esteves, Marisa Ara{\'u}jo and Esteves, M{\'a}rcia},
  year={2019},
  publisher={SCITEPRESS}
}

@inproceedings{esteves2018mobile,
  title={Mobile collaborative augmented reality and business intelligence: A system to support elderly people’s self-care},
  author={Esteves, Marisa and Miranda, Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Trends and Advances in Information Systems and Technologies: Volume 3 6},
  pages={195--204},
  year={2018},
  organization={Springer International Publishing}
}

@inproceedings{gonccalves2018step,
  title={Step towards a pervasive data system for intensive care medicine},
  author={Gon{\c{c}}alves, Paulo and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  booktitle={Trends and Advances in Information Systems and Technologies: Volume 3 6},
  pages={352--362},
  year={2018},
  organization={Springer International Publishing}
}

@inproceedings{oliveira2018new,
  title={New approach to an openEHR introduction in a Portuguese healthcare facility},
  author={Oliveira, Daniela and Coimbra, Ana and Miranda, Filipe and Abreu, Nuno and Leuschner, Pedro and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Trends and Advances in Information Systems and Technologies: Volume 3 6},
  pages={205--211},
  year={2018},
  organization={Springer International Publishing}
}

@inproceedings{coelho2018pervasive,
  title={Pervasive business intelligence in misericordias--A Portuguese case study},
  author={Coelho, Danilo and Guimar{\~a}es, Tiago and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Information and Communication Technologies for Ageing Well and e-Health: Third International Conference, ICT4AWE 2017, Porto, Portugal, April 28-29, 2017, Revised Selected Papers 3},
  pages={93--106},
  year={2018},
  organization={Springer International Publishing}
}

@article{neves2018deep,
  title={A deep-big data approach to health care in the AI age},
  author={Neves, Jos{\'e} and Vicente, Henrique and Esteves, Marisa and Ferraz, Filipa and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Machado, Joana and Neves, Jo{\~a}o and Ribeiro, Jorge and Sampaio, L{\'u}zia},
  journal={Mobile Networks and Applications},
  volume={23},
  pages={1123--1128},
  year={2018},
  publisher={Springer US}
}

@inproceedings{ferreira2018predictive,
  title={Predictive data mining in nutrition therapy},
  author={Ferreira, Diana and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={2018 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO)},
  pages={137--142},
  year={2018},
  organization={IEEE}
}

@article{loreto2018step,
  title={Step towards progressive web development in obstetrics},
  author={Loreto, Patr{\'\i}cia and Braga, Jorge and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={141},
  pages={525--530},
  year={2018},
  publisher={Elsevier}
}

@inproceedings{silva2018data,
  title={Data mining for prediction of length of stay of cardiovascular accident inpatients},
  author={Silva, Cristiana and Oliveira, Daniela and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Digital Transformation and Global Society: Third International Conference, DTGS 2018, St. Petersburg, Russia, May 30--June 2, 2018, Revised Selected Papers, Part I 3},
  pages={516--527},
  year={2018},
  organization={Springer International Publishing}
}

@article{prata2018data,
  title={Data mining in urgency department: medical specialty discharge prediction},
  author={Prata, Marco and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={ISC'2018},
  pages={28},
  year={2018}
}

@inproceedings{peixoto2018iron,
  title={Iron Value Classification in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis using Data Mining.},
  author={Peixoto, Catarina and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Santos, Manuel Filipe},
  booktitle={ICT4AWE},
  pages={285--290},
  year={2018}
}

@article{moreira2018mobile,
  title={Mobile Computing in Patient Relationship Management--A Case Study},
  author={Moreira, Pedro and Oliveira, Daniela and Miranda, Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={ISC'2018},
  pages={67},
  year={2018}
}

@article{da2018sistema,
  title={Sistema inteligente de apoio {\`a} decis{\~a}o e monitoriza{\c{c}}{\~a}o de doentes cr{\'\i}ticos em tempo-real},
  author={da Silva Portela, Carlos Filipe and Vieira Torres dos Santos, Manuel Filipe and da Silva Abelha, Ant{\'o}nio Carlos and Machado, Jos{\'e} Manuel and Moreira Silva, {\'A}lvaro and Rua Martins, Fernando},
  journal={Portuguese Journal of Public Health},
  volume={35},
  number={3},
  pages={179--192},
  year={2018},
  publisher={S. Karger AG Basel, Switzerland}
}

@article{coimbra2018improving,
  title={Improving the Codification of Hospital Discharges with an ICD-9-CM Single-page Application and its Transition to ICD-10-CM/PCS},
  author={Coimbra, Cec{\'\i}lia and Esteves, Marisa and Miranda, Filipe and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={International Journal on Advances in Life Sciences},
  volume={10},
  number={1\&2},
  pages={23--30},
  year={2018}
}

@inproceedings{silva2018cloud,
  title={Cloud computing environments for simulation of adaptable standardized work and electronic work instructions in industry 4.0},
  author={Silva, F{\'a}bio and Martins, Ricardo and Gomes, Marco and Silva, Ant{\'o}nio and Machado, Jos{\'e} and Novais, Paulo and Analide, Cesar},
  booktitle={16th International Industrial Simulation Conference},
  pages={49--53},
  year={2018}
}

@article{oliveira2018step,
  title={Step towards interoperability in nursing practice},
  author={Oliveira, Daniela and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={International Journal of Public Health Management and Ethics (IJPHME)},
  volume={3},
  number={1},
  pages={26--37},
  year={2018},
  publisher={IGI Global}
}

@article{ferraz2018waiting,
  title={Waiting Time Screening in Healthcare},
  author={Ferraz, Filipa and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Machado, Joana and Neves, Jo{\~a}o},
  journal={Big Data Technologies and Applications},
  pages={124},
  year={2018}
}

@inproceedings{esteves2017case,
  title={A case based methodology for problem solving aiming at knee osteoarthritis detection},
  author={Esteves, Marisa and Vicente, Henrique and Machado, Jos{\'e} and Alves, Victor and Neves, Jos{\'e}},
  booktitle={Recent Advances on Soft Computing and Data Mining: The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings Second},
  pages={274--284},
  year={2017},
  organization={Springer International Publishing}
}

@article{portela2017step,
  title={Step towards pervasive technology assessment in intensive medicine},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  journal={International Journal of Reliable and Quality E-Healthcare (IJRQEH)},
  volume={6},
  number={2},
  pages={1--16},
  year={2017},
  publisher={IGI Global}
}

@article{portela2017data,
  title={Data Quality and Critical Events in Ventilation: An Intensive Care study},
  author={Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Rua, Fernando},
  journal={International Journal of Reliable and Quality E-Healthcare (IJRQEH)},
  volume={6},
  number={2},
  pages={40--48},
  year={2017},
  publisher={IGI Global}
}

@inproceedings{morgado2017case,
  title={A case-based approach to colorectal cancer detection},
  author={Morgado, Pedro and Vicente, Henrique and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Neves, Jo{\~a}o and Neves, Jos{\'e}},
  booktitle={Information Science and Applications 2017: ICISA 2017 8},
  pages={433--442},
  year={2017},
  organization={Springer Singapore}
}

@inproceedings{carvalhosa2017good,
  title={Good practices in Local Government-A first overview of Portuguese reality},
  author={Carvalhosa, P and Portela, F and Machado, J and Santos, MF and Abelha, A},
  booktitle={IOP Conference Series: Materials Science and Engineering},
  volume={185},
  number={1},
  pages={012002},
  year={2017},
  organization={IOP Publishing}
}

@inproceedings{queiros2017magni,
  title={Magni-a framework for developing context-aware mobile applications},
  author={Queir{\'o}s, Ricardo and Portela, Filipe and Machado, Jos{\'e}},
  booktitle={Recent Advances in Information Systems and Technologies: Volume 3 5},
  pages={417--426},
  year={2017},
  organization={Springer International Publishing}
}

@article{carvalhosa2017pervasiveness,
  title={Pervasiveness in digital marketing--a global overview},
  author={Carvalhosa, Pedro and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Recent Advances in Information Systems and Technologies: Volume 3 5},
  pages={391--398},
  year={2017},
  publisher={Springer International Publishing}
}

@inproceedings{silva2017ontology,
  title={An ontology for mapping cerebral death},
  author={Silva, Ant{\'o}nio and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Recent Advances in Information Systems and Technologies: Volume 3 5},
  pages={305--311},
  year={2017},
  organization={Springer International Publishing}
}

@inproceedings{marins2017agent,
  title={An agent-based RFID monitoring system for healthcare},
  author={Marins, Fernando and Cardoso, Luciana and Esteves, Marisa and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Recent Advances in Information Systems and Technologies: Volume 3 5},
  pages={407--416},
  year={2017},
  organization={Springer International Publishing}
}

@article{machado2017business,
  title={Business intelligence platform for nosocomial infection incidence},
  author={Machado, Jose and Silva, Eva and Abelha, Antonio},
  journal={Indian Journal of Science and Technology},
  volume={10},
  number={10},
  year={2017}
}

@article{veloso2017categorize,
  title={Categorize readmitted patients in intensive medicine by means of clustering data mining},
  author={Veloso, Rui and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and da Silva Abelha, Ant{\'o}nio and Rua, Fernando and Silva, {\'A}lvaro},
  journal={International Journal of E-Health and Medical Communications (IJEHMC)},
  volume={8},
  number={3},
  pages={22--37},
  year={2017},
  publisher={IGI Global}
}

@article{portela2017online,
  title={An online-processing critical patient monitoring system-an interoperability overview},
  author={Portela, Filipe and Miranda, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Computer Science and Information Systems},
  volume={14},
  number={2},
  pages={491--515},
  year={2017}
}

@article{rodrigues2017understanding,
  title={Understanding stroke in dialysis and chronic kidney disease},
  author={Rodrigues, Mariana and Peixoto, Hugo and Esteves, Marisa and Machado, Jos{\'e} and others},
  journal={Procedia computer science},
  volume={113},
  pages={591--596},
  year={2017},
  publisher={Elsevier}
}

@article{fonseca2017step,
  title={Step towards prediction of perineal tear},
  author={Fonseca, Francisca and Peixoto, Hugo and Miranda, Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia computer science},
  volume={113},
  pages={565--570},
  year={2017},
  publisher={Elsevier}
}

@article{morais2017predicting,
  title={Predicting the need of neonatal resuscitation using data mining},
  author={Morais, Ana and Peixoto, Hugo and Coimbra, Cecilia and Abelha, Ant{\'o}nio and Machado, Jose},
  journal={Procedia computer science},
  volume={113},
  pages={571--576},
  year={2017},
  publisher={Elsevier}
}

@article{foshch2017comparison,
  title={Comparison of two control programs of the VVER-1000 nuclear power unit using regression data mining models},
  author={Foshch, Tymur and Machado, J and Portela, Filipe and Maksimov, Maksym and Maksimova, О},
  journal={Ядерна та радіаційна безпека},
  number={3},
  pages={11--17},
  year={2017},
  publisher={Державний науково-технічний центр з ядерної та радіаційної безпеки, Одеська~…}
}

@article{neto2017knowledge,
  title={Knowledge discovery from surgical waiting lists},
  author={Neto, Cristiana and Peixoto, Hugo and Abelha, Vasco and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Computer Science},
  volume={121},
  pages={1104--1111},
  year={2017},
  publisher={Elsevier}
}

@inproceedings{silva2017business,
  title={Business Intelligence for Cardiovascular Disease Assessment},
  author={Silva, Cristiana and Pereira, Joana and Costa, Lu{\'\i}s and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)},
  pages={186--193},
  year={2017},
  organization={IEEE}
}

@inproceedings{loreto2017improving,
  title={Improving maternity care with business intelligence},
  author={Loreto, Patricia and Fonseca, Francisca and Morais, Ana and Peixoto, Hugo and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)},
  pages={170--177},
  year={2017},
  organization={IEEE}
}

@inproceedings{peixoto2017continuous,
  title={Continuous Ambulatory Peritoneal Dialysis: Business Intelligence Applied to Patient Monitoring: CAPD Study and Statistics},
  author={Peixoto, Catarina and Brito, Cl{\'a}udia and Fontainhas, Mariana and Abelha, Ant{\'o}nio and Peixoto, Hugo and Machado, Jos{\'e}},
  booktitle={2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)},
  pages={178--185},
  year={2017},
  organization={IEEE}
}

@inproceedings{oliveira2017improving,
  title={Improving nursing practice through interoperability and intelligence},
  author={Oliveira, Daniela and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)},
  pages={194--199},
  year={2017},
  organization={IEEE}
}

@article{pereira2017data,
  title={A data mining approach for cardiovascular diagnosis},
  author={Pereira, Joana and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Open Computer Science},
  volume={7},
  number={1},
  pages={36--40},
  year={2017},
  publisher={De Gruyter Open}
}

@article{reis2017machine,
  title={Machine learning in nutritional follow-up research},
  author={Reis, Rita and Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Open Computer Science},
  volume={7},
  number={1},
  pages={41--45},
  year={2017},
  publisher={De Gruyter Open}
}

@inproceedings{coelho2017pervasive,
  title={A pervasive business intelligence solution to manage portuguese misericordia},
  author={Coelho, Danilo and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={International Conference on Information and Communication Technologies for Ageing Well and e-Health},
  volume={2},
  pages={117--123},
  year={2017},
  organization={SCITEPRESS}
}

@incollection{vieira2017intelligent,
  title={Intelligent platform for supervision and production activity control in real time},
  author={Vieira, Gaspar G and Varela, Maria LR and Putnik, Goran D and Machado, Jose},
  booktitle={Advances in Manufacturing},
  pages={151--159},
  year={2017},
  publisher={Springer International Publishing Cham}
}

@inproceedings{neves2017waiting,
  title={Waiting time screening in healthcare},
  author={Neves, Jos{\'e} and Vicente, Henrique and Esteves, Marisa and Ferraz, Filipa and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Machado, Joana and Neves, Jo{\~a}o},
  booktitle={International Conference on Big Data Technologies and Applications},
  pages={124--131},
  year={2017},
  organization={Springer International Publishing Cham}
}

@article{leite2017evaluating,
  title={Evaluating the Prophylaxis of the Risk of Deep Vein Thrombosis Using Business Intelligence},
  author={Leite, A and Rodrigues, A and Cruz, M and Peixoto, H and Machado, J and others},
  journal={J Health Med Informat},
  volume={8},
  number={284},
  pages={2},
  year={2017}
}

@article{ribeiro2017patients,
  title={Patients’ admissions in intensive care units: a clustering overview},
  author={Ribeiro, Ana and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Rua, Fernando},
  journal={Information},
  volume={8},
  number={1},
  pages={23},
  year={2017},
  publisher={MDPI}
}

@misc{machado2017next,
  title={Next-Generation Mobile and Pervasive Healthcare Solutions},
  author={Machado, Jose and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Portela, Filipe},
  year={2017},
  publisher={IGI Global}
}

@article{machado2017healtech,
  title={HEALTECH--HealTech: Healthcare Technology Trends},
  author={Machado, Jos{\'e} and Portela, Filipe},
  year={2017}
}

@inproceedings{coimbra2017improving,
  title={Improving diagnosis-related groups with a computerized clinical coding tool for ICD-9-CM codification},
  author={Coimbra, Cec{\'\i}lia and Esteves, Marisa and Miranda, Filipe and Portela, Filipe and Santos, Manuel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={eTELEMED 2017: The Ninth International Conference on eHealth, Telemedicine, and Social Medicine},
  pages={33--36},
  year={2017}
}

@inproceedings{pereira2017development,
  title={Development of an innovative coupling system for industrial vehicles: An AGV oriented approach},
  author={Pereira, Davide and Machado, Jos{\'e} and Mendon{\c{c}}a, Jo{\~a}o Pedro},
  booktitle={ASME International Mechanical Engineering Congress and Exposition},
  volume={58356},
  pages={V002T02A039},
  year={2017},
  organization={American Society of Mechanical Engineers}
}

@article{portela2017real,
  title={Real-time intelligent decision support and monitoring system of critical patients},
  author={Portela, Filipe and Dos Santos, Manuel Filipe Vieira Torres and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Silva, {\'A}lvaro Moreira and Martins, Fernando Rua},
  year={2017},
  publisher={Karger AG}
}

@article{machado2017case,
  title={A Case-Based Approach to Colorectal Cancer Detection},
  author={Machado, Jos{\'e}},
  journal={Information Science and Applications 2017: ICISA 2017},
  volume={424},
  pages={433},
  year={2017},
  publisher={Springer}
}

@inproceedings{pereira2016predicting,
  title={Predicting pre-triage waiting time in a maternity emergency room through data mining},
  author={Pereira, S{\'o}nia and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers},
  pages={105--117},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{braga2016real,
  title={Real-Time models to predict the use of vasopressors in monitored patients},
  author={Braga, Andr{\'e} and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers},
  pages={15--25},
  year={2016},
  organization={Springer International Publishing}
}

@misc{machado2016applying,
  title={Applying Business Intelligence to Clinical and Healthcare Organizations},
  author={Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  year={2016},
  publisher={IGI Global}
}

@inproceedings{neves2016length,
  title={Length of hospital stay and quality of care},
  author={Neves, Jos{\'e} and Abelha, Vasco and Vicente, Henrique and Neves, Jo{\~a}o and Machado, Jos{\'e}},
  booktitle={Knowledge, Information and Creativity Support Systems: Selected Papers from KICSS’2014-9th International Conference, held in Limassol, Cyprus, on November 6-8, 2014},
  pages={273--287},
  year={2016},
  organization={Springer International Publishing}
}

@incollection{gonccalves2016clinical,
  title={Clinical business intelligence to prevent stroke accidents},
  author={Gon{\c{c}}alves, Nuno and Quintas, Cesar and Machado, Jos{\'e}},
  booktitle={Applying Business Intelligence to Clinical and Healthcare Organizations},
  pages={241--255},
  year={2016},
  publisher={IGI Global Scientific Publishing}
}

@incollection{machado2016applying,
  title={Applying soft computing to clinical decision support},
  author={Machado, Jos{\'e} and Oliveira, Lucas and Barreiro, Lu{\'\i}s and Pinto, Serafim and Coimbra, Ana},
  booktitle={Applying business intelligence to clinical and healthcare organizations},
  pages={256--271},
  year={2016},
  publisher={IGI Global}
}

@inproceedings{portela2016critical,
  title={Critical events in mechanically ventilated patients},
  author={Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={New Advances in Information Systems and Technologies: Volume 2},
  pages={589--598},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{oliveira2016pervasive,
  title={Pervasive adaptive data acquisition gateway for critical healthcare},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={New Advances in Information Systems and Technologies: Volume 2},
  pages={567--576},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{braga2016pervasive,
  title={Pervasive patient timeline for intensive care units},
  author={Braga, Andr{\'e} and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={New Advances in Information Systems and Technologies: Volume 2},
  pages={527--536},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{pereira2016predicting,
  title={Predicting triage waiting time in maternity emergency care by means of data mining},
  author={Pereira, S{\'o}nia and Torres, Lu{\'\i}s and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={New Advances in Information Systems and Technologies: Volume 2},
  pages={579--588},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{oliveira2016optimization,
  title={Optimization techniques to detect early ventilation extubation in intensive care units},
  author={Oliveira, Pedro and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={New Advances in Information Systems and Technologies: Volume 2},
  pages={599--608},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{neves2016screening,
  title={Screening a case base for stroke disease detection},
  author={Neves, Jos{\'e} and Gon{\c{c}}alves, Nuno and Oliveira, Ruben and Gomes, Sabino and Neves, Jo{\~a}o and Macedo, Joaquim and Abelha, Ant{\'o}nio and Analide, C{\'e}sar and Machado, Jos{\'e} and Filipe Santos, Manuel and others},
  booktitle={Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings 11},
  pages={3--13},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{faria2016case,
  title={A case-based approach to nosocomial infection detection},
  author={Faria, Ricardo and Vicente, Henrique and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II 15},
  pages={159--168},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{coimbra2016prediction,
  title={Prediction of length of hospital stay in preterm infants a case-based reasoning view},
  author={Coimbra, Ana and Vicente, Henrique and Abelha, Ant{\'o}nio and Filipe Santos, M and Machado, Jos{\'e} and Neves, Jo{\~a}o and Neves, Jos{\'e}},
  booktitle={Intelligent Decision Technologies 2016: Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016)--Part I},
  pages={115--128},
  year={2016},
  organization={Springer International Publishing}
}

@article{portela2016data,
  title={DATA MINING TO PREDICT THE USE OF VASOPRESSORS IN INTENSIVE MEDICINE PATIENTS},
  author={Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\~A}$^3$nio and lvaro Silva, {\~A} and Rua, Fernando and others},
  journal={Jurnal Teknologi (Sciences \& Engineering)},
  volume={78},
  number={6-7},
  year={2016}
}

@inproceedings{esteves2016waiting,
  title={Waiting time screening in diagnostic medical imaging--a case-based view},
  author={Esteves, Marisa and Vicente, Henrique and Gomes, Sabino and Abelha, Ant{\'o}nio and Filipe Santos, M and Machado, Jos{\'e} and Neves, Jo{\~a}o and Neves, Jos{\'e}},
  booktitle={Data Mining and Big Data: First International Conference, DMBD 2016, Bali, Indonesia, June 25-30, 2016. Proceedings 1},
  pages={296--308},
  year={2016},
  organization={Springer International Publishing}
}

@inproceedings{quintas2016case,
  title={A case based approach to assess waiting time prediction at an intensive care unity},
  author={Quintas, Ana and Vicente, Henrique and Novais, Paulo and Abelha, Ant{\'o}nio and Filipe Santos, M and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Advances in Safety Management and Human Factors: Proceedings of the AHFE 2016 International Conference on Safety Management and Human Factors, July 27-31, 2016, Walt Disney World{\textregistered}, Florida, USA},
  pages={29--39},
  year={2016},
  organization={Springer International Publishing}
}

@incollection{silva2016length,
  title={Length of stay in intensive care units--a case base evaluation},
  author={Silva, Ana and Vicente, Henrique and Abelha, Ant{\'o}nio and Santos, M Filipe and Machado, Jos{\'e} and Neves, Jo{\~a}o and Neves, Jos{\'e}},
  booktitle={New Trends in Software Methodologies, Tools and Techniques},
  pages={191--202},
  year={2016},
  publisher={IOS Press}
}

@article{pereira2016pervasive,
  title={Pervasive business intelligence: a new trend in critical healthcare},
  author={Pereira, Ana and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={98},
  pages={362--367},
  year={2016},
  publisher={Elsevier}
}

@article{peixoto2016resurgery,
  title={Resurgery clusters in Intensive Medicine},
  author={Peixoto, Ricardo and Portela, Filipe and Pinto, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  journal={Procedia Computer Science},
  volume={98},
  pages={528--533},
  year={2016},
  publisher={Elsevier}
}

@article{foshch2016regression,
  title={Regression models of the nuclear power unit VVER-1000 using data mining techniques},
  author={Foshch, Tymur and Portela, Filipe and Machado, Jos{\'e} and Maksimov, Maksim},
  journal={Procedia Computer Science},
  volume={100},
  pages={253--262},
  year={2016},
  publisher={Elsevier}
}

@article{coelho2016towards,
  title={Towards of a business intelligence platform to Portuguese Miseric{\'o}rdias},
  author={Coelho, Danilo and Miranda, Jo{\~a}o and Portela, Filipe and Machado, Jos{\'e} and Santos, Manuel Filipe and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={100},
  pages={762--767},
  year={2016},
  publisher={Elsevier}
}

@article{brandao2016benchmarking,
  title={A benchmarking analysis of open-source business intelligence tools in healthcare environments},
  author={Brand{\~a}o, Andreia and Pereira, Eliana and Esteves, Marisa and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Information},
  volume={7},
  number={4},
  pages={57},
  year={2016},
  publisher={MDPI}
}

@inproceedings{silva2016towards,
  title={Towards of automatically detecting brain death patterns through text mining},
  author={Silva, Ant{\'o}nio and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={2016 IEEE 18th Conference on Business Informatics (CBI)},
  volume={2},
  pages={45--52},
  year={2016},
  organization={IEEE}
}

@article{machado2016isahealth,
  title={ISAHealth 2016 Organizing Committee},
  author={Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Portela, Filipe and Boussadi, Abdelali and Gonz{\'a}lez, Alejandro Rodr{\'\i}guez and Tzallas, Alexandros T and Dourado, Antonio and Tripoliti, Evanthia E and Scalzo, Fabien and others},
  year={2016}
}

@article{machado2016special,
  title={Special Issue on Healthcare and Pervasive Information Systems},
  author={Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Santos, Manuel and Portela, Filipe},
  year={2016}
}

@inproceedings{silva2016text,
  title={Text Mining Models to Predict Brain Deaths Using X-rays Clinical Notes},
  author={Silva, Ant{\'o}nio and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={International Conference on Mining Intelligence and Knowledge Exploration},
  pages={153--163},
  year={2016},
  organization={Springer International Publishing Cham}
}

@article{oliveira2016clustering,
  title={Clustering Data Mining models to identify patterns in weaning patient failures},
  author={Oliveira, S{\'e}rgio Manuel Costa and Portela, Filipe and Santos, Manuel and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  year={2016},
  publisher={North Atlantic University Union}
}

@inproceedings{figueiredo2016innovative,
  title={Innovative mechatronic approach to redesign a punch and bind machine},
  author={Figueiredo, Lu{\'\i}s and Sousa, Jo{\~a}o and Monteiro, Lu{\'\i}s and Mendon{\c{c}}a, Jo{\~a}o and Machado, Jos{\'e}},
  booktitle={ASME International Mechanical Engineering Congress and Exposition},
  volume={50527},
  pages={V002T02A043},
  year={2016},
  organization={American Society of Mechanical Engineers}
}

@article{pereira2016development,
  title={Development of a medical care terminal for efficient monitoring of bedridden subjects},
  author={Pereira, Filipe and Carvalho, V{\'\i}tor and Soares, Filomena and Machado, Jos{\'e} and Bezerra, Karolina and Silva, Rui and Matos, Dem{\'e}trio},
  journal={Journal of Engineering},
  volume={2016},
  number={1},
  pages={3591059},
  year={2016},
  publisher={Hindawi Publishing Corporation}
}

@inproceedings{ribeiro2016patients,
  title={Patients' admissions in intensive care units: A clustering overview},
  author={Ribeiro, Ana and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  booktitle={2016 IEEE 18th Conference on Business Informatics (CBI)},
  volume={2},
  pages={38--44},
  year={2016},
  organization={IEEE}
}

@article{braga2016data,
  title={Data Mining to predict the use of Vasopressors in Intensive Medicine Patients},
  author={Braga, Andr{\'e} and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  journal={Jurnal Teknologi},
  volume={78},
  number={6-7},
  pages={1--6},
  year={2016}
}

@incollection{portela2015knowledge,
  title={Knowledge acquisition process for intelligent decision support in critical health care},
  author={Portela, Filipe and Cabral, Alexandra and Abelha, Ant{\'o}nio and Salazar, Maria and Quintas, C{\'e}sar and Machado, Jos{\'e} and Neves, Jos{\'e} and Santos, Manuel Filipe},
  booktitle={Healthcare Administration: Concepts, Methodologies, Tools, and Applications},
  pages={270--284},
  year={2015},
  publisher={IGI Global Scientific Publishing}
}

@incollection{peixoto2015preventive,
  title={A preventive action management platform in healthcare information systems},
  author={Peixoto, Hugo and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e}},
  booktitle={Open Source Technology: Concepts, Methodologies, Tools, and Applications},
  pages={447--460},
  year={2015},
  publisher={IGI Global}
}

@article{vilhena2015thrombophilia,
  title={Thrombophilia screening: An artificial neural network approach},
  author={Vilhena, Jo{\~a}o and Martins, M Ros{\'a}rio and Vicente, Henrique and Nelas, Lu{\'\i}s and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2015},
  publisher={Science and Technology Publications}
}

@article{cardoso2015abstract,
  title={Abstract computation in schizophrenia detection through artificial neural network based systems},
  author={Cardoso, Luciana and Marins, Fernando and Magalh{\~a}es, Ricardo and Marins, Nivaldo and Oliveira, Tiago and Vicente, Henrique and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Neves, Jos{\'e}},
  journal={The Scientific World Journal},
  volume={2015},
  number={1},
  pages={467178},
  year={2015},
  publisher={Hindawi Publishing Corporation}
}

@inproceedings{silva2015predicting,
  title={Predicting nosocomial infection by using data mining technologies},
  author={Silva, Eva and Cardoso, Luciana and Portela, Filipe and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Machado, Jos{\'e}},
  booktitle={New Contributions in Information Systems and Technologies: Volume 2},
  pages={189--198},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{novo2015information,
  title={Information systems assessment in pathologic anatomy service},
  author={Novo, Ana and Duarte, J{\'u}lio and Portela, Filipe and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Machado, Jos{\'e}},
  booktitle={New Contributions in Information Systems and Technologies: Volume 2},
  pages={199--209},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{oliveira2015predicting,
  title={Predicting plateau pressure in intensive medicine for ventilated patients},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={New Contributions in Information Systems and Technologies: Volume 2},
  pages={179--188},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{teixeira2015decision,
  title={Decision Support in E-Government--A Pervasive Business Intelligence Approach: Case Study in a Local Government},
  author={Teixeira, Rui and Afonso, Fernando and Oliveira, Bruno and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Portela, Filipe},
  booktitle={New Contributions in Information Systems and Technologies: Volume 2},
  pages={155--166},
  year={2015},
  organization={Springer International Publishing}
}

@article{neves2015artificial,
  title={Artificial Neural Networks in Stroke Predisposition Screening},
  author={Neves, Jos{\'e} and Vicente, Henrique and Gon{\c{c}}alves, Nuno and Oliveira, Ruben and Neves, Jo{\~a}o and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={e-Society 2015},
  pages={133},
  year={2015}
}

@inproceedings{lima2015big,
  title={Big data for stock market by means of mining techniques},
  author={Lima, Luciana and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Contributions in Information Systems and Technologies: Volume 1},
  pages={679--688},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{carvalho2015step,
  title={Step towards of a homemade business intelligence solution--a case study in textile industry},
  author={Carvalho, Sandrina and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Contributions in Information Systems and Technologies: Volume 1},
  pages={361--370},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{neves2015assessment,
  title={An assessment of chronic kidney diseases},
  author={Neves, Jos{\'e} and Martins, M Ros{\'a}rio and Vicente, Henrique and Neves, Jo{\~a}o and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Contributions in Information Systems and Technologies: Volume 1},
  pages={179--191},
  year={2015},
  organization={Springer International Publishing}
}

@article{abelha2015improving,
  title={Improving quality of services in maternity care triage system},
  author={Abelha, Ant{\'o}nio and Pereira, Eliana and Brand{\~a}o, Andreia and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Braga, Jorge},
  journal={International Journal of E-Health and Medical Communications (IJEHMC)},
  volume={6},
  number={2},
  pages={10--26},
  year={2015},
  publisher={IGI Global Scientific Publishing}
}

@inproceedings{neves2015logic,
  title={Logic programming and artificial neural networks in breast cancer detection},
  author={Neves, Jos{\'e} and Guimar{\~a}es, Tiago and Gomes, Sabino and Vicente, Henrique and Santos, Mariana and Neves, Jo{\~a}o and Machado, Jos{\'e} and Novais, Paulo},
  booktitle={Advances in Computational Intelligence: 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II 13},
  pages={211--224},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{pereira2015overview,
  title={An overview of the quality of service in bluetooth communications in healthcare},
  author={Pereira, Ana and Pereira, Eliana and Silva, Eva and Guimar{\~a}es, Tiago and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Ambient Intelligence-Software and Applications: 6th International Symposium on Ambient Intelligence (ISAmI 2015)},
  pages={155--164},
  year={2015},
  organization={Springer International Publishing}
}

@article{neves2015evaluation,
  title={An evaluation of parchments' degradation a hybrid approach},
  author={Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Gomes, Guida and Sousa, S{\'e}rgio and Tereso, Daniela and Coelho, Ana and Caldeira, Ana Teresa and Pereira, Ant{\'o}nio and Candeias, Ant{\'o}nio and Vicente, Henrique},
  year={2015},
  publisher={European Council for Modelling and Simulation (ECMS)}
}

@inproceedings{neves2015artificial,
  title={Artificial neural networks in diagnosis of liver diseases},
  author={Neves, Jose and Cunha, Adriana and Almeida, Ana and Carvalho, Andr{\'e} and Neves, Jo{\~a}o and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Vicente, Henrique},
  booktitle={Information Technology in Bio-and Medical Informatics: 6th International Conference, ITBAM 2015, Valencia, Spain, September 3-4, 2015, Proceedings 6},
  pages={71--80},
  year={2015},
  organization={Springer International Publishing}
}

@article{torres2015prediction,
  title={Prediction of potential organ donation after irreversible brain damage},
  author={Torres, Lu{\'\i}s and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Machado, Jos{\'e}},
  year={2015}
}

@article{lima2015big,
  title={Big Data solutions to support Intelligent Systems and Applications},
  author={Lima, Luciana and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  year={2015}
}

@article{neves2015soft,
  title={A soft computing approach to kidney diseases evaluation},
  author={Neves, Jos{\'e} and Martins, M Ros{\'a}rio and Vilhena, Jo{\~a}o and Neves, Jo{\~a}o and Gomes, Sabino and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Vicente, Henrique},
  journal={Journal of medical systems},
  volume={39},
  pages={1--9},
  year={2015},
  publisher={Springer US}
}

@inproceedings{oliveira2015clustering,
  title={Clustering Barotrauma Patients in ICU--A Data Mining based approach using ventilator variables},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={Progress in Artificial Intelligence: 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings 17},
  pages={122--127},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{pereira2015predicting,
  title={Predicting preterm birth in maternity care by means of data mining},
  author={Pereira, S{\'o}nia and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Progress in Artificial Intelligence: 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings 17},
  pages={116--121},
  year={2015},
  organization={Springer International Publishing}
}

@article{machado2015predicting,
  title={Predicting the risk associated to pregnancy using data mining},
  author={Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Santos, Manuel and Portela, Filipe and Pereira, Eliana and Brand{\~a}o, Andreia},
  year={2015},
  publisher={SCITEPRESS}
}

@inproceedings{fernandes2015artificial,
  title={Artificial neural networks in diabetes control},
  author={Fernandes, Filipe and Vicente, Henrique and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Novais, Paulo and Neves, Jos{\'e}},
  booktitle={2015 Science and Information Conference (SAI)},
  pages={362--370},
  year={2015},
  organization={IEEE}
}

@inproceedings{pereira2015clustering,
  title={Clustering-based approach for categorizing pregnant women in obstetrics and maternity care},
  author={Pereira, S{\'o}nia and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Proceedings of the Eighth International C* Conference on Computer Science \& Software Engineering},
  pages={98--101},
  year={2015}
}

@article{oliveira2015intelligent,
  title={Intelligent decision support to predict patient barotrauma risk in intensive care units},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  journal={Procedia Computer Science},
  volume={64},
  pages={626--634},
  year={2015},
  publisher={Elsevier}
}

@article{braga2015step,
  title={Step towards a patient timeline in intensive care units},
  author={Braga, Andr{\'e} and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  journal={Procedia Computer Science},
  volume={64},
  pages={618--625},
  year={2015},
  publisher={Elsevier}
}

@article{pereira2015predicting,
  title={Predicting type of delivery by identification of obstetric risk factors through data mining},
  author={Pereira, S{\'o}nia and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={64},
  pages={601--609},
  year={2015},
  publisher={Elsevier}
}

@article{pereira2015improving,
  title={Improving quality of medical service with mobile health software},
  author={Pereira, Ana and Marins, Fernando and Rodrigues, Bruno and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Rua, Fernando and Silva, {\'A}lvaro and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={63},
  pages={292--299},
  year={2015},
  publisher={Elsevier}
}

@article{guimaraes2015step,
  title={Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care unit decision process},
  author={Guimar{\~a}es, Tiago and Coimbra, Cec{\'\i}lia and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={Procedia Computer Science},
  volume={63},
  pages={561--568},
  year={2015},
  publisher={Elsevier}
}

@inproceedings{portela2015real,
  title={Real-time decision support using data mining to predict blood pressure critical events in intensive medicine patients},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando and Silva, {\'A}lvaro},
  booktitle={Ambient Intelligence for Health: First International Conference, AmIHEALTH 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings 1},
  pages={77--90},
  year={2015},
  organization={Springer International Publishing}
}

@inproceedings{portela2015real,
  title={A Real-Time Intelligent System for tracking patient condition},
  author={Portela, Filipe and Oliveira, S{\'e}rgio and Santos, Manuel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Ambient Intelligence for Health: First International Conference, AmIHEALTH 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings 1},
  pages={91--97},
  year={2015},
  organization={Springer International Publishing}
}

@article{neves2015case,
  title={A case based approach to concrete deterioration assessment},
  author={Neves, Jos{\'e} and Gomes, Guida and Machado, Jos{\'e} Manuel and Vicente, Henrique},
  year={2015},
  publisher={International Society of Computers and Their Applications (ISCA)}
}

@inproceedings{oliveira2015towards,
  title={Towards an ontology for health complaints management},
  author={Oliveira, Andr{\'e} and Portela, Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e} Maia and Vaz, Suzana and Silva, {\'A}lvaro and Santos, Manuel Filipe},
  booktitle={International Conference on Knowledge Management and Information Sharing},
  volume={2},
  pages={174--181},
  year={2015},
  organization={SCITEPRESS}
}

@article{gomes2015predicting,
  title={Predicting 2-way football results by means of data mining},
  author={Gomes, Jo{\~a}o and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel},
  year={2015},
  publisher={EUROSIS}
}

@inproceedings{veloso2015using,
  title={Using domain knowledge to improve intelligent decision support in intensive medicine-a study of bacteriological infections},
  author={Veloso, Rui and Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Rua, Fernando and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={International Conference on Agents and Artificial Intelligence},
  volume={2},
  pages={582--587},
  year={2015},
  organization={SCITEPRESS}
}

@article{machado2015preface,
  title={Preface of the" symposium on dependable mechatronic systems"},
  author={Machado, Jos{\'e}},
  year={2015},
  publisher={American Institute of Physics}
}

@inproceedings{bezerra2015mechatronic,
  title={Mechatronic system for assistance on bath of bedridden elderly people},
  author={Bezerra, Karolina and Machado, Jos{\'e} M and Silva, Bruno and Carvalho, V{\'\i}tor and Soares, Filomena and Matos, Dem{\'e}trio},
  booktitle={2015 IEEE 4th Portuguese Meeting on Bioengineering (ENBENG)},
  pages={1--4},
  year={2015},
  organization={IEEE}
}

@article{machado2015using,
  title={Using domain knowledge to improve intelligent decision support in intensive medicine-a study of bacteriological infections},
  author={Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Rua, Fernando and Silva, {\'A}lvaro and Santos, Manuel Filipe and Portela, Filipe and Veloso, Rui},
  year={2015},
  publisher={SCITEPRESS}
}

@article{amorim2015abelha,
  title={Abelha, Ant{\'o}nio 155, 179, 189, 199 Faria, Br{\'\i}gida M{\'o}nica 51 Afonso, Fernando 155 Farias, George de Araujo 21 Alves, Anabela Carvalho Alves, Maria Palmira 255},
  author={Amorim, Jos{\'e} P and Azevedo, Ana Isabel and Boavida, Jos{\'e} M and Borgia, Antonio and Brand{\~a}o, Catarina and Capparelli, Giovanna and Ferreira, Pedro Lopes and Formetta, Giuseppe and Galuszka, Krzysztof and Gawdzi{\'n}ska, Katarzyna and others},
  journal={New Contributions in Information Systems and Technologies: Volume 2},
  volume={354},
  pages={397},
  year={2015},
  publisher={Springer}
}

@article{gonccalves2014real,
  title={Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine},
  author={Gon{\c{c}}alves, Jo{\~a}o MC and Portela, Filipe and Santos, Manuel F and Silva, {\'A}lvaro and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  journal={International Journal of Healthcare Information Systems and Informatics (IJHISI)},
  volume={9},
  number={3},
  pages={36--54},
  year={2014},
  publisher={IGI Global}
}

@inproceedings{portela2014pervasive,
  title={A pervasive intelligent system for scoring MEWS and TISS-28 in intensive care},
  author={Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  booktitle={The 15th International Conference on Biomedical Engineering: ICBME 2013, 4th to 7th December 2013, Singapore},
  pages={287--290},
  year={2014},
  organization={Springer International Publishing}
}

@inproceedings{oliveira2014predictive,
  title={Predictive models for hospital bed management using data mining techniques},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={New Perspectives in Information Systems and Technologies, Volume 2},
  pages={407--416},
  year={2014},
  organization={Springer International Publishing}
}

@inproceedings{marins2014improving,
  title={Improving High Availability and Reliability of Health Interoperability Systems},
  author={Marins, Fernando and Cardoso, Luciana and Portela, Filipe and Santos, Manuel F and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={New Perspectives in Information Systems and Technologies, Volume 2},
  pages={207--216},
  year={2014},
  organization={Springer International Publishing}
}

@article{cardoso2014next,
  title={The next generation of interoperability agents in healthcare},
  author={Cardoso, Luciana and Marins, Fernando and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={International journal of environmental research and public health},
  volume={11},
  number={5},
  pages={5349--5371},
  year={2014},
  publisher={MDPI}
}

@inproceedings{cardoso2014multi,
  title={A multi-agent platform for hospital interoperability},
  author={Cardoso, Luciana and Marins, Fernando and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Ambient Intelligence-Software and Applications: 5th International Symposium on Ambient Intelligence},
  pages={127--134},
  year={2014},
  organization={Springer International Publishing}
}

@inproceedings{marins2014intelligent,
  title={Intelligent systems for monitoring and prevention in healthcare information systems},
  author={Marins, Fernando and Cardoso, Luciana and Portela, Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Computational Science and Its Applications--ICCSA 2014: 14th International Conference, Guimar{\~a}es, Portugal, June 30--July 3, 2014, Proceedings, Part VI 14},
  pages={197--211},
  year={2014},
  organization={Springer International Publishing}
}

@article{cardoso2014interoperability,
  title={Interoperability in Healthcare},
  author={Cardoso, Luciana and Marins, Fernando and Quintas, C{\'e}sar and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  year={2014},
  publisher={IGI}
}

@inproceedings{pereira2014business,
  title={Business intelligence in maternity care},
  author={Pereira, Eliana and Brand{\~a}o, Andreia and Portela, Carlos Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Proceedings of the 18th International Database Engineering \& Applications Symposium},
  pages={352--355},
  year={2014}
}

@inproceedings{portela2014pervasive,
  title={Pervasive and intelligent decision support in intensive medicine--the complete picture},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={Information Technology in Bio-and Medical Informatics: 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings 5},
  pages={87--102},
  year={2014},
  organization={Springer International Publishing}
}

@article{oliveira2014hospital,
  title={Hospital bed management support using regression data mining models},
  author={Oliveira, S{\'e}rgio and Portela, Filipe and Santos, Manuel F and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  year={2014}
}

@article{silva2014business,
  title={Business Intelligence and Nosocomial Infection Decision Making},
  author={Silva, Eva and Alpuim, Ana and Cardoso, Luciana and Marins, Fernando and Quintas, C{\'e}sar and Portela, Carlos Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  year={2014}
}

@article{pereira2014pre,
  title={Pre-Triage Decision Support Improvement in Maternity Care by Means of Data Mining},
  author={Pereira, Eliana and Brand{\~a}o, Andreia and Salazar, Maria and Portela, Carlos Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Braga, Jorge},
  year={2014}
}

@article{veloso2014clustering,
  title={A clustering approach for predicting readmissions in intensive medicine},
  author={Veloso, Rui and Portela, Filipe and Santos, Manuel Filipe and Silva, Alvaro and Rua, Fernando and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={16},
  pages={1307--1316},
  year={2014},
  publisher={Elsevier}
}

@article{silva2014expert,
  title={An expert system for supporting Traditional Chinese Medicine diagnosis and treatment},
  author={Silva, Paulo and Gago, Pedro and Ribeiro, Jos{\'e} Carlos Bregieiro and Santos, Manuel F and Portela, Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Pinto, Filipe},
  journal={Procedia Technology},
  volume={16},
  pages={1487--1492},
  year={2014},
  publisher={Elsevier}
}

@article{duarte2014improving,
  title={Improving quality of electronic health records with SNOMED},
  author={Duarte, J{\'u}lio and Castro, Sara and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia technology},
  volume={16},
  pages={1342--1350},
  year={2014},
  publisher={Elsevier}
}

@article{cardoso2014healthcare,
  title={Healthcare interoperability through intelligent agent technology},
  author={Cardoso, Luciana and Marins, Fernando and Portela, Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={16},
  pages={1334--1341},
  year={2014},
  publisher={Elsevier}
}

@article{brandao2014managing,
  title={Managing voluntary interruption of pregnancy using data mining},
  author={Brand{\~a}o, Andreia and Pereira, Eliana and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={16},
  pages={1297--1306},
  year={2014},
  publisher={Elsevier}
}

@article{rodrigues2014systematic,
  title={Systematic coronary risk evaluation through artificial neural networks based systems},
  author={Rodrigues, Bruno and Gomes, Sabino and Vicente, Henrique and Abelha, Ant{\'o}nio and Novais, Paulo and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2014},
  publisher={International Society of Computers and Their Applications (ISCA)}
}

@article{portela2014predict,
  title={Predict hourly patient discharge probability in Intensive Care Units using Data Mining},
  author={Portela, Filipe and Veloso, Rui and Santos, Manuel Filipe and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando and Oliveira, S{\'e}rgio Manuel Costa},
  year={2014},
  publisher={Science Society of Thailand}
}

@article{veloso2014real,
  title={Real-time data mining models for predicting length of stay in intensive care units},
  author={Veloso, Rui and Portela, Filipe and Santos, Manuel and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  year={2014},
  publisher={INSTICC Press}
}

@article{pereira2014artificial,
  title={An artificial neuronal network approach to diagnosis of attention deficit hyperactivity disorder},
  author={Pereira, S{\'o}nia and Gomes, Sabino and Vicente, Henrique and Ribeiro, Jorge and Abelha, Ant{\'o}nio and Novais, Paulo and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2014},
  publisher={IEEE}
}

@article{portela2014plataforma,
  title={PLATAFORMA DE MONITORIZA{\c{C}}{\~A}O E SUPORTE {\`A} DECIS{\^A}O DE DOENTES CR{\'I}TICOS},
  author={Portela, F and Santos, MF and Machado, J and Abelha, A and Silva, A and Rua, F and Algoritmi, Centro},
  year={2014}
}

@article{abelha2014assessment,
  title={An assessment on the length of hospital stay through artificial neural networks},
  author={Abelha, Vasco Ant{\'o}nio Pinheiro Costa and Vicente, Henrique and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2014},
  publisher={Springer}
}

@inproceedings{brandao2014real,
  title={Real-time Business Intelligence platform to maternity care},
  author={Brand{\~a}o, Andreia and Pereira, Eliana and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES)},
  pages={379--384},
  year={2014},
  organization={IEEE}
}

@inproceedings{portela2014preventing,
  title={Preventing patient cardiac arrhythmias by using data mining techniques},
  author={Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Rua, Fernando and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES)},
  pages={165--170},
  year={2014},
  organization={IEEE}
}

@article{abelha2014simulating,
  title={Simulating a multi-level priority triage system for Maternity Emergency},
  author={Abelha, Ant{\'o}nio and Pereira, Eliana and Brand{\~a}o, Andreia and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} Manuel},
  year={2014},
  publisher={EUROSIS}
}

@article{duarte2014extending,
  title={Extending the use of SNOMED concepts in electronic health records},
  author={Duarte, J{\'u}lio and Castro, Sara and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel},
  year={2014},
  publisher={Springer}
}

@incollection{santos2013grid,
  title={Grid data mining strategies for outcome prediction in distributed intensive care units},
  author={Santos, Manuel Filipe and Portela, Filipe and Miranda, Miguel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={Information Systems and Technologies for Enhancing Health and Social Care},
  pages={87--101},
  year={2013},
  publisher={IGI Global Scientific Publishing}
}

@inproceedings{salazar2013step,
  title={Step towards paper free hospital through electronic health record},
  author={Salazar, Maria and Duarte, J{\'u}lio and Pereira, Rui and Portela, Filipe and Santos, Manuel Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Advances in Information Systems and Technologies},
  pages={685--694},
  year={2013},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{gonccalves2013predict,
  title={Predict sepsis level in intensive medicine--data mining approach},
  author={Gon{\c{c}}alves, Jo{\~a}o MC and Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Advances in information systems and technologies},
  pages={201--211},
  year={2013},
  organization={Springer Berlin Heidelberg}
}

@article{portela2013real,
  title={Real-time decision support in intensive medicine: an intelligent approach for monitoring data quality},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  year={2013},
  publisher={Etpublishing}
}

@inproceedings{pontes2013modeling,
  title={Modeling intelligent agents to integrate a patient monitoring system},
  author={Pontes, Gabriel and Portela, Carlos Filipe and Rodrigues, Rui and Santos, Manuel Filipe and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Trends in Practical Applications of Agents and Multiagent Systems: 11th International Conference on Practical Applications of Agents and Multi-Agent Systems},
  pages={139--146},
  year={2013},
  organization={Springer International Publishing}
}

@inproceedings{pereira2013swot,
  title={Swot analysis of a portuguese electronic health record},
  author={Pereira, Rui and Salazar, Maria and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Collaborative, Trusted and Privacy-Aware e/m-Services: 12th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2013, Athens, Greece, April 25-26, 2013. Proceedings 12},
  pages={169--177},
  year={2013},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{salgado2013tracking,
  title={Tracking people and equipment simulation inside healthcare units},
  author={Salgado, C{\'a}tia and Cardoso, Luciana and Gon{\c{c}}alves, Pedro and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Ambient Intelligence-Software and Applications: 4th International Symposium on Ambient Intelligence (ISAmI 2013},
  pages={9--16},
  year={2013},
  organization={Springer International Publishing}
}

@inproceedings{portela2013data,
  title={Data Mining for Real-Time Intelligent Decision Support System in Intensive Care Medicine.},
  author={Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro M and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Rua, Fernando},
  booktitle={ICAART (2)},
  pages={270--276},
  year={2013}
}

@inproceedings{aguiar2013pervasive,
  title={Pervasive Information Systems to Intensive Care Medicine-Technology Acceptance Model},
  author={Aguiar, Jorge and Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando and Pinto, Filipe},
  booktitle={International Conference on Enterprise Information Systems},
  volume={2},
  pages={177--184},
  year={2013},
  organization={SCITEPRESS}
}

@article{portela2013adoption,
  title={Adoption of pervasive intelligent information systems in intensive medicine},
  author={Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Rua, Fernando and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={9},
  pages={1022--1032},
  year={2013},
  publisher={Elsevier}
}

@inproceedings{portela2013pervasive,
  title={Pervasive and intelligent decision support in critical health care using ensembles},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro},
  booktitle={Information Technology in Bio-and Medical Informatics: 4th International Conference, ITBAM 2013, Prague, Czech Republic, August 28, 2013. Proceedings 4},
  pages={1--16},
  year={2013},
  organization={Springer Berlin Heidelberg}
}

@article{portela2013implementing,
  title={Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients},
  author={Portela, Filipe and Gago, Pedro and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  journal={International Journal of Healthcare Information Systems and Informatics (IJHISI)},
  volume={8},
  number={4},
  pages={1--16},
  year={2013},
  publisher={IGI Global}
}

@inproceedings{marins2013intelligent,
  title={Intelligent information system to tracking patients in intensive care units},
  author={Marins, Fernando and Cardoso, Luciana and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Ubiquitous Computing and Ambient Intelligence. Context-Awareness and Context-Driven Interaction: 7th International Conference, UCAmI 2013, Carrillo, Costa Rica, December 2-6, 2013, Proceedings},
  pages={54--61},
  year={2013},
  organization={Springer International Publishing}
}

@inproceedings{marins2013extending,
  title={Extending a patient monitoring system with identification and localisation},
  author={Marins, Fernando and Rodrigues, Rui and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2013 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={1082--1086},
  year={2013},
  organization={IEEE}
}

@article{valente2013impact,
  title={The impact of mobile platforms in obstetrics},
  author={Valente, Samuel and Braga, Jorge and Machado, Jos{\'e} and Santos, Manuel and Abelha, Ant{\'o}nio},
  journal={Procedia Technology},
  volume={9},
  pages={1201--1208},
  year={2013},
  publisher={Elsevier}
}

@inproceedings{oliveira2013analysis,
  title={Analysis of cross-platform development frameworks for a smartphone pediatric application},
  author={Oliveira, Rui and Pontes, Gabriel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={2013 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={1057--1061},
  year={2013},
  organization={IEEE}
}

@article{oliveira2013step,
  title={Step towards m-Health in pediatrics},
  author={Oliveira, Rui and Frutuoso, Sim{\~a}o and Machado, Jos{\'e} and Santos, Manuel and Portela, Filipe and Abelha, Ant{\'o}nio},
  journal={Procedia Technology},
  volume={9},
  pages={1192--1200},
  year={2013},
  publisher={Elsevier}
}

@inproceedings{portela2013pervasive,
  title={Pervasive ensemble data mining models to predict organ failure and patient outcome in intensive medicine},
  author={Portela, Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Knowledge Discovery, Knowledge Engineering and Knowledge Management: 4th International Joint Conference, IC3K 2012, Barcelona, Spain, October 4-7, 2012, Revised Selected Papers 4},
  pages={410--425},
  year={2013},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{portela2013intelligent,
  title={An intelligent approach for open clinical laboratory results in Intensive Care medicine},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando},
  booktitle={2013 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={1092--1096},
  year={2013},
  organization={IEEE}
}

@inproceedings{duarte2013stand,
  title={Stand-alone electronic health record},
  author={Duarte, J{\'u}lio and Pontes, Gabriel and Salazar, Maria and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2013 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={1052--1056},
  year={2013},
  organization={IEEE}
}

@article{rua2013grid,
  title={Grid Data Mining Strategies for Outcome Prediction in Distributed Intensive Care Units},
  author={Rua, Fernando and Santos, Manuel Filipe and Portela, Filipe and Miranda, Miguel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro},
  year={2013}
}

@article{maria2013meu,
  title={O meu Dicion{\'a}rio: estudo de caso na {\'a}rea da Express{\~a}o Musical},
  author={Maria, Leila Freitas and Machado, Jos{\'e} and Ramos, Altina},
  year={2013},
  publisher={Universidade do Minho. Centro de Investiga{\c{c}}{\~a}o em Educa{\c{c}}{\~a}o (CIEd)}
}

@article{neves2012evolutionary,
  title={Evolutionary intelligence in asphalt pavement modeling and quality-of-information},
  author={Neves, Jos{\'e} and Ribeiro, Jorge and Pereira, Paulo and Alves, Victor and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Novais, Paulo and Analide, Cesar and Santos, Manuel and Fern{\'a}ndez-Delgado, Manuel},
  journal={Progress in Artificial Intelligence},
  volume={1},
  pages={119--135},
  year={2012},
  publisher={Springer-Verlag}
}

@article{marques2012archetype,
  title={Archetype-based semantic interoperability in healthcare},
  author={Marques, Alberto and Correia, Ant{\'o}nio and Cerqueira, L{\'u}cia and Machado, Jos{\'e} and Neves, Jos{\'e}},
  journal={Jos{\'e} Alberto Cardoso Marques Intelig{\^e}ncia Ambiente em Servi{\c{c}}os de Sa{\'u}de baseada em Ontologias e na Descoberta de Conhecimento em Bases de Dados e/ou Bases de Conhecimento},
  pages={111},
  year={2012},
  publisher={Universidade do Minho}
}

@inproceedings{portela2012intelligent,
  title={Intelligent data acquisition and scoring system for intensive medicine},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando and Abelha, Ant{\'o}nio},
  booktitle={Information Technology in Bio-and Medical Informatics: Third International Conference, ITBAM 2012, Vienna, Austria, September 4-5, 2012. Proceedings 3},
  pages={1--15},
  year={2012},
  organization={Springer Berlin Heidelberg}
}

@article{miranda2012healthcare,
  title={Healthcare Interoperability through a JADE Based Multi-Agent Platform},
  author={Miranda, Miguel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  journal={Intelligent Distributed Computing VI},
  pages={83--88},
  year={2012},
  publisher={Springer Berlin/Heidelberg}
}

@article{vicente2012prediction,
  title={Prediction of water quality parameters in a reservoir using artificial neural networks},
  author={Vicente, Henrique and Couto, Catarina and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  journal={International Journal of Design \& Nature and Ecodynamics},
  volume={7},
  number={3},
  pages={310--319},
  year={2012},
  publisher={WIT Press}
}

@article{couto2012water,
  title={Water quality modeling using artificial intelligence-based tools},
  author={Couto, Catarina and Vicente, Henrique and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  journal={International Journal of Design \& Nature and Ecodynamics},
  volume={7},
  number={3},
  pages={300--309},
  year={2012},
  publisher={WIT Press}
}

@article{portela2012intelligent,
  title={Intelligent and real time data acquisition and evaluation to determine critical events in intensive medicine},
  author={Portela, Filipe and Gago, Pedro and Santos, Manuel Filipe and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Silva, {\'A}lvaro and Rua, Fernando and Quintas, C{\'e}sar and Pinto, Filipe},
  journal={Procedia Technology},
  volume={5},
  pages={716--724},
  year={2012},
  publisher={Elsevier}
}

@article{peixoto2012scheduleit,
  title={ScheduleIT--open-source preventive actions management plataform in healthcare information systems},
  author={Peixoto, Hugo and Duarte, J{\oe}lio and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={5},
  pages={734--742},
  year={2012},
  publisher={Elsevier}
}

@article{miranda2012multi,
  title={Multi-agent systems for hl7 interoperability services},
  author={Miranda, Miguel and Salazar, Maria and Portela, Filipe and Santos, Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Machado, Jos{\'e}},
  journal={Procedia Technology},
  volume={5},
  pages={725--733},
  year={2012},
  publisher={Elsevier}
}

@inproceedings{pereira2012usability,
  title={Usability evaluation of electronic health record},
  author={Pereira, Rui and Duarte, J{\'u}lio and Salazar, Maria and Santos, Manuel and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences},
  pages={359--364},
  year={2012},
  organization={IEEE}
}

@inproceedings{pereira2012usability,
  title={Usability of an electronic health record},
  author={Pereira, Rui and Duarte, J{\'u}lio and Salazar, Maria and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2012 IEEE International conference on industrial engineering and engineering management},
  pages={1568--1572},
  year={2012},
  organization={IEEE}
}

@inproceedings{silva2012hospital,
  title={Hospital database workload and fault forecasting},
  author={Silva, Paulo and Quintas, Cesar and Duarte, J{\'u}lio and Santos, Manuel and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences},
  pages={63--68},
  year={2012},
  organization={IEEE}
}

@inproceedings{silva2012intelligent,
  title={Intelligent systems based in hospital database malfunction scenarios},
  author={Silva, Paulo and Quintas, Cesar and Gon{\c{c}}alves, Pedro and Pontes, Gabriel and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2012 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={846--850},
  year={2012},
  organization={IEEE}
}

@inproceedings{miranda2012agent,
  title={Agent based interoperability in hospital information systems},
  author={Miranda, Miguel and Pontes, Gabriel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Machado, Jos{\'e}},
  booktitle={2012 5th International Conference on BioMedical Engineering and Informatics},
  pages={949--953},
  year={2012},
  organization={IEEE}
}

@inproceedings{rodrigues2012monitoring,
  title={Monitoring intelligent system for the Intensive Care Unit using RFID and multi-agent systems},
  author={Rodrigues, Rui and Gonc, Pedro and Miranda, Miguel and Portela, Filipe and Santos, Manuel and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and others},
  booktitle={2012 IEEE International Conference on Industrial Engineering and Engineering Management},
  pages={851--855},
  year={2012},
  organization={IEEE}
}

@inproceedings{rodrigues2012intelligent,
  title={An intelligent patient monitoring system},
  author={Rodrigues, Rui and Gon{\c{c}}alves, Pedro and Miranda, Miguel and Portela, Carlos and Santos, Manuel and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Foundations of Intelligent Systems: 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings 20},
  pages={274--283},
  year={2012},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{peixoto2012intelligence,
  title={Intelligence in Interoperability with AIDA},
  author={Peixoto, Hugo and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={Foundations of Intelligent Systems: 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings 20},
  pages={264--273},
  year={2012},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{silva2012step,
  title={Step towards fault forecasting in hospital information systems},
  author={Silva, Paulo and Quintas, Cesar and Santos, Manuel and Abelha, Antonio and Machado, Jose},
  booktitle={2012 5th International Conference on BioMedical Engineering and Informatics},
  pages={1289--1294},
  year={2012},
  organization={IEEE}
}

@article{vicente2012prediction,
  title={Prediction of the quality of public water supply using artificial neural networks},
  author={Vicente, Henrique and Dias, Susana and Fernandes, Ana and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Neves, Jos{\'e}},
  journal={Journal of Water Supply: Research and Technology—AQUA},
  volume={61},
  number={7},
  pages={446--459},
  year={2012},
  publisher={IWA Publishing}
}

@article{portela2012intelligent,
  title={Intelligent decision support in Intensive Care: towards technology acceptance},
  author={Portela, Filipe and Santos, Manuel Filipe and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando},
  year={2012},
  publisher={EUROSIS-ETI}
}

@article{viana2012step,
  title={Step towards simulation and monitoring of hospital waiting lists},
  author={Viana, Marta and Oliveira, Ol{\'\i}via and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel},
  year={2012},
  publisher={EUROSIS-ETI}
}

@inproceedings{miranda2011evolutionary,
  title={Evolutionary intelligence in agent modeling and interoperability},
  author={Miranda, Miguel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Neves, Joao},
  booktitle={Ambient Intelligence-Software and Applications: 2nd International Symposium on Ambient Intelligence (ISAmI 2011)},
  pages={253--257},
  year={2011},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{portela2011knowledge,
  title={Knowledge discovery for pervasive and real-time intelligent decision support in intensive care medicine},
  author={Portela, Filipe and Gago, Pedro and Santos, Manuel Filipe and Silva, Alvaro and Rua, Fernando and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  booktitle={International Conference on Knowledge Management and Information Sharing},
  volume={2},
  pages={241--249},
  year={2011},
  organization={SciTePress}
}

@inproceedings{cabral2011data,
  title={Data acquisition process for an intelligent decision support in gynecology and obstetrics emergency triage},
  author={Cabral, Alexandra and Pina, Carla and Machado, Humberto and Abelha, Ant{\'o}nio and Salazar, Maria and Quintas, C{\'e}sar and Portela, Carlos Filipe and Machado, Jos{\'e} and Neves, Jos{\'e} and Santos, Manuel Filipe},
  booktitle={ENTERprise Information Systems: International Conference, CENTERIS 2011, Vilamoura, Portugal, October 5-7, 2011, Proceedings, Part III},
  pages={223--232},
  year={2011},
  organization={Springer Berlin Heidelberg}
}

@article{peixoto2011aasys,
  title={AASYS-Appointment Alert System: an open-source-based software to improve show rates in a health care unity},
  author={Peixoto, Hugo and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Correia, Ant{\'o}nio and Santos, Manuel},
  year={2011},
  publisher={EUROSIS}
}

@article{duarte2011towards,
  title={Towards intelligent drug electronic prescription},
  author={Duarte, J{\'u}lio and Neves, Jo{\~a}o and Cabral, Alexandra and Gomes, Marco and Marques, Vitor and Santos, Manuel Filipe and Abelha, Antonio and Machado, Jos{\'e} Manuel},
  year={2011},
  publisher={EUROSIS}
}

@article{portela2011enabling,
  title={Enabling real-time intelligent decision support in intensive care},
  author={Portela, Filipe and Santos, Manuel Filipe and Gago, Pedro and Silva, {\'A}lvaro and Rua, Fernando and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2011},
  publisher={EUROSIS-ETI}
}

@article{pontes2011moral,
  title={A moral decision support system in medicine},
  author={Pontes, Gabriel and Duarte, Ana and Cuevas, David and Salazar, Maria and Miranda, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  year={2011}
}

@article{gonccalves2011object,
  title={Object trajectory simulation: an evolutionary approach},
  author={Gon{\c{c}}alves, Pedro and Alves, Luciano and S{\'a}, Tiago and Quintas, C{\'e}sar and Miranda, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  year={2011}
}

@article{duarte2011electronic,
  title={Electronic Health Record in Dermatology Service},
  author={Duarte, J{\'u}lio and Portela, Carlos Filipe and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Santos, Manuel Filipe},
  journal={ENTERprise Information Systems},
  pages={156--164},
  year={2011},
  publisher={Springer}
}

@article{portela2011enabling,
  title={Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care},
  author={Portela, Carlos Filipe and Santos, Manuel Filipe and Silva, {\'A}lvaro and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  journal={ENTERprise Information Systems},
  pages={233--243},
  year={2011},
  publisher={Springer}
}

@article{santos2011intcare,
  title={INTCARE: multi-agent approach for real-time intelligent decision support in intensive medicine},
  author={Santos, Manuel Filipe and Portela, Filipe and Vilas-Boas, Marta},
  year={2011},
  publisher={SciTePress}
}

@article{peixoto2011open,
  title={An open source decision support system to improve healthcare show rates},
  author={Peixoto, Hugo and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Santos, Manuel Filipe and Correia, Ant{\'o}nio},
  year={2011},
  publisher={EUROSIS-ETI}
}

@inproceedings{ribeiro2010handling,
  title={Handling incomplete information in an evolutionary environment},
  author={Ribeiro, Jorge and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Fernand{\'e}z-Delgado, Manuel and Neves, Jos{\'e}},
  booktitle={IEEE Congress on Evolutionary Computation},
  pages={1--8},
  year={2010},
  organization={IEEE}
}

@inproceedings{ribeiro2010integrating,
  title={Integrating incomplete information into the relational data model},
  author={Ribeiro, Jorge and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Fernand{\'e}z-Delgado, Manuel and Neves, Jos{\'e}},
  booktitle={Proceedings of the World Congress on Engineering},
  volume={1},
  year={2010}
}

@incollection{novais2010agents,
  title={Agents, trust and contracts},
  author={Novais, Paulo and Andrade, Francisco and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Information Communication Technology Law, Protection and Access Rights: Global Approaches and Issues},
  pages={188--199},
  year={2010},
  publisher={IGI Global}
}

@inproceedings{duarte2010data,
  title={Data quality evaluation of electronic health records in the hospital admission process},
  author={Duarte, Julio and Salazar, Maria and Quintas, C{\'e}sar and Santos, Manuel and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  booktitle={2010 IEEE/ACIS 9th International Conference on Computer and Information Science},
  pages={201--206},
  year={2010},
  organization={IEEE}
}

@inproceedings{machado2010morality,
  title={Morality in group decision support systems in medicine},
  author={Machado, Jos{\'e} and Miranda, Miguel and Pontes, Gabriel and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  booktitle={Intelligent Distributed Computing IV: Proceedings of the 4th International Symposium on Intelligent Distributed Computing-IDC 2010, Tangier, Morocco, September 2010},
  pages={191--200},
  year={2010},
  organization={Springer Berlin Heidelberg}
}

@article{machado2010aidatrace,
  title={AIDATrace: Interoperation platform for active monitoring in healthcare environments},
  author={Machado, Jos{\'e} Manuel and Miranda, Miguel and Gon{\c{c}}alves, Pedro and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Marques, Jos{\'e} Alberto},
  year={2010},
  publisher={EUROSIS}
}

@inproceedings{ribeiro2010inference,
  title={The inference process with quality evaluation in healthcare environments},
  author={Ribeiro, Jorge and Abelha, Ant{\'o}nio and Machado, Jose and Marques, Alberto and Neves, Jos{\'e}},
  booktitle={2010 IEEE/ACIS 9th International Conference on Computer and Information Science},
  pages={183--188},
  year={2010},
  organization={IEEE}
}

@article{andrade2010software,
  title={Software agents and virtual organisations: consent and trust},
  author={Andrade, Francisco and Novais, Paulo and Machado, Jose and Neves, Jose},
  journal={International Journal of Services and Operations Management},
  volume={6},
  number={3},
  pages={352--361},
  year={2010},
  publisher={Inderscience Publishers}
}

@inproceedings{peixoto2010semantic,
  title={Semantic interoperability and health records},
  author={Peixoto, Hugo and Machado, Jos{\'e} and Neves, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={IMIA/IFIP Joint Symposium on E-Health},
  pages={236--237},
  year={2010},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}

@article{morais2010sistema,
  title={Sistema Inteligente de Pesquisa de Eventos em Enfermagem},
  author={Morais, Ant{\'o}nio and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  year={2010},
  publisher={Inforum 2010}
}

@inproceedings{miranda2010step,
  title={A step towards medical ethics modeling},
  author={Miranda, Miguel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Pontes, Gabriel and Neves, Jos{\'e}},
  booktitle={E-Health: First IMIA/IFIP Joint Symposium, E-Health 2010, Held as Part of WCC 2010, Brisbane, Australia, September 20-23, 2010. Proceedings},
  pages={27--36},
  year={2010},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{portela2010electronic,
  title={Electronic Health Records in the Emergency Room},
  author={Portela, Filipe and Vilas-Boas, Marta and Santos, Manuel F and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Cabral, Alexandra and Arag{\~a}o, Irene},
  booktitle={Computer and Information Science (ICIS), 2010 IEEE/ACIS 9th International Conference on},
  pages={195--200},
  year={2010},
  organization={IEEE}
}

@article{miranda2010modelling,
  title={Modelling Intelligent Behaviours in Multi-agent Based HL7 Services},
  author={Miranda, Miguel and Pontes, Gabriel and Gon{\c{c}}alves, Pedro and Peixoto, Hugo and Santos, Manuel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  journal={Computer and Information Science 2010},
  pages={95--106},
  year={2010},
  publisher={Springer}
}

@article{marinho2010processo,
  title={Processo Cl{\'\i}nico Electr{\'o}nico Visual},
  author={Marinho, Rui and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  year={2010},
  publisher={Universidade do Minho}
}

@article{ferreira2010processo,
  title={O Processo ETL em Sistemas Data Warehouse},
  author={Ferreira, Jo{\~a}o and Miranda, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e}},
  year={2010}
}

@article{peixoto2010interoperabilidade,
  title={Interoperabilidade e o Processo Cl{\'\i}nico Sem{\^a}ntico},
  author={Peixoto, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  year={2010},
  publisher={Associa{\c{c}}{\~a}o Portuguesa de Pais e Amigos do Cidad{\~a}o Deficiente Mental (APPACDM)}
}

@article{machado2010quality,
  title={Quality of service in healthcare units},
  author={Machado, Jose and Abelha, Antonio and Novais, Paulo and Neves, Jose and Neves, Joao},
  journal={International Journal of Computer Aided Engineering and Technology},
  volume={2},
  number={4},
  pages={436--449},
  year={2010},
  publisher={Inderscience Publishers}
}

@article{miranda2010interoperabity,
  title={Interoperabity in healthcare},
  author={Miranda, Miguel and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e} and Neves, Jo{\~a}o},
  year={2010},
  publisher={EUROSIS}
}

@article{alves2010interoperability,
  title={Interoperability performance in a healthcare environment},
  author={Alves, Frederico and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e} and Neves, Jo{\~a}o},
  year={2010},
  publisher={EUROSIS}
}

@article{santos2010intelligent,
  title={Intelligent Decision Support in Intensive Care Units-Nursing Information Modeling},
  author={Santos, Manuel Filipe and Portela, Filipe and Vilas-Boas, Marta and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando and Salazar, Maria and Quintas, C{\'e}sar and others},
  year={2010},
  publisher={World Scientific and Engineering Academy and Society (WSEAS)}
}

@inproceedings{machado2009intelligent,
  title={Intelligent agents and medical moral dilemmas},
  author={Machado, Jos{\'e} and Miranda, Miguel and Pontes, Gabriel and dos Santos, D and Santos, Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  booktitle={WSEAS International Conference. Proceedings. Mathematics and Computers in Science and Engineering},
  number={8},
  year={2009},
  organization={World Scientific and Engineering Academy and Society}
}

@inproceedings{machado2009modeling,
  title={Modeling medical ethics through intelligent agents},
  author={Machado, Jos{\'e} and Miranda, Miguel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Neves, Joao},
  booktitle={Software Services for e-Business and e-Society: 9th IFIP WG 6.1 Conference on e-Business, e-Services and e-Society, I3E 2009, Nancy, France, September 23-25, 2009. Proceedings 9},
  pages={112--122},
  year={2009},
  organization={Springer Berlin Heidelberg}
}

@article{miranda2009interoperability,
  title={Interoperability and healthcare},
  author={Miranda, Miguel and Duarte, J{\'u}lio and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2009},
  publisher={EUROSIS-ETI}
}

@article{santos2009information,
  title={Information architecture for intelligent decision support in intensive medicine},
  author={Santos, MF and Portela, Filipe and Vilas-Boas, Marta and Machado, J and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Silva, A and Rua, Fernando},
  journal={WSEAS Transactions on Computers},
  volume={8},
  number={5},
  pages={810--819},
  year={2009},
  publisher={World Scientific and Engineering Academy and Society (WSEAS) Stevens Point~…}
}

@inproceedings{miranda2009group,
  title={A group decision support system for staging of cancer},
  author={Miranda, Miguel and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Electronic Healthcare: First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers 1},
  pages={114--121},
  year={2009},
  organization={Springer Berlin Heidelberg}
}

@article{santos2009information,
  title={Information Modeling for Real-Time Decision Support in Intensive Medicine},
  author={Santos, Manuel and Portela, Filipe and Vilas-Boas, Marta and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Silva, {\'A}lvaro and Rua, Fernando},
  year={2009},
  publisher={World Scientific and Engineering Academy and Society (WSEAS)}
}

@inproceedings{costa2009virtualecare,
  title={Virtualecare: Intelligent assisted living},
  author={Costa, Ricardo and Novais, Paulo and Lima, Lu{\'\i}s and Carneiro, Davide and Samico, D{\'a}rio and Oliveira, Jo{\~a}o and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Electronic Healthcare: First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers 1},
  pages={138--144},
  year={2009},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{costa2009ambient,
  title={Ambient assisted living},
  author={Costa, Ricardo and Carneiro, Davide and Novais, Paulo and Lima, Lu{\'\i}s and Machado, Jos{\'e} and Marques, Alberto and Neves, Jos{\'e}},
  booktitle={3rd Symposium of ubiquitous computing and ambient intelligence 2008},
  pages={86--94},
  year={2009},
  organization={Springer Berlin Heidelberg}
}

@article{marreiros2009argument,
  title={Argument-based decision making in ambient intelligence environments},
  author={Marreiros, Goreti and Ramos, Carlos and Machado, Jos{\'e} and Neves, Jos{\'e}},
  journal={International Journal of Reasoning-based Intelligent Systems},
  volume={1},
  number={3-4},
  pages={182--190},
  year={2009},
  publisher={Inderscience Publishers}
}

@inproceedings{ribeiro2009wine,
  title={Wine vinification prediction using data mining tools},
  author={Ribeiro, Jorge and Neves, Jos{\'e} and Sanchez, Juan and Delgado, Manuel and Machado, Jose and Novais, Paulo},
  booktitle={ECC'09 Proceedings of the 3rd international conference on European computing conference. Computing and Computational Intelligence. WSEAS},
  pages={78--85},
  year={2009}
}

@inproceedings{santos2009nursing,
  title={Nursing information architecture for situated decision support in intensive care units},
  author={Santos, Manuel Filipe and Portela, Filipe and Vilas-Boas, Marta and Machado, J and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Silva, A and Rua, Fernando and Salazar, Maria and Quintas, C{\'e}sar and others},
  booktitle={Proceedings of the 9th WSEAS international conference on Applied informatics and communications},
  pages={491--496},
  year={2009}
}

@inproceedings{costa2009memory,
  title={A memory assistant for the elderly},
  author={Costa, {\^A}ngelo and Novais, Paulo and Costa, Ricardo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Intelligent Distributed Computing III: Proceedings of the 3rd International Symposium on Intelligent Distributed Computing--IDC 2009, Ayia Napa, Cyprus, October 2009},
  pages={209--214},
  year={2009},
  organization={Springer Berlin Heidelberg}
}

@article{ribeiro2009vinification,
  title={Vinification mining: a case study on wine production},
  author={Ribeiro, Jorge Manuel Ferreira Barbosa and Neves, Jos{\'e} and Sanchez, Juan and Novais, Paulo and Machado, Jos{\'e} Manuel},
  year={2009}
}

@inproceedings{miranda2009agent,
  title={An agent-based architecture for cancer staging},
  author={Miranda, Miguel and Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={International Conference on Enterprise Information Systems},
  volume={1},
  pages={313--316},
  year={2009},
  organization={SCITEPRESS}
}

@article{duarte2009agent,
  title={Agent-based group decision support in medicine},
  author={Duarte, J{\'u}lio and Miranda, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e} and Santos, Manuel and Alberto, Carlos and Salazar, Maria and Quintas, C{\'e}sar and Cabral, Alexandra and others},
  year={2009}
}

@article{pereira2009editorial,
  title={Editorial [to] International Journal on Intelligent Based Reasoning Systems Vol. 1, N{\textordmasculine} 3/4},
  author={Pereira, Luis Moniz and Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Santos, Manuel},
  year={2009},
  publisher={Inderscience}
}

@article{belo2009quality,
  title={Quality of service in transplantation via the electronic medical record},
  author={Belo, David and Miranda, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2009},
  publisher={EUROSIS-ETI}
}

@phdthesis{machado2009influencia,
  title={A influ{\^e}ncia do balanced scorecard no desenvolvimento do value management na fun{\c{c}}{\~a}o de alinhamento organizacional e planeamento operacional},
  author={Machado, Jos{\'e}},
  year={2009}
}

@inproceedings{carneiro2008simulating,
  title={Simulating and monitoring ambient assisted living},
  author={Carneiro, Davide and Costa, Ricardo and Novais, Paulo and Neves, Joao and Machado, J and Neves, Jos{\'e}},
  booktitle={Proceedings of the ESM},
  pages={175--182},
  year={2008}
}

@article{neves2008electronic,
  title={Electronic health records and decision support local and global perspectives},
  author={Neves, Jos{\'e} and Santos, Manuel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Allegro, SOLLARI and Salazar, MARIA},
  journal={WSEAS transactions on biology and biomedicine},
  volume={5},
  number={8},
  pages={189--198},
  year={2008}
}

@inproceedings{novais2008group,
  title={Group support in collaborative networks organizations for ambient assisted living},
  author={Novais, Paulo and Costa, Ricardo and Carneiro, Davide and Machado, Jos{\'e} and Lima, Lu{\'\i}s and Neves, Jos{\'e}},
  booktitle={Towards Sustainable Society on Ubiquitous Networks: The 8 th IFIP Conference on e-Business, e-Services, and e-Society (I3E 2008), September 24--16, 2008, Tokyo, Japan},
  pages={353--362},
  year={2008},
  organization={Springer US}
}

@inproceedings{analide2008agent,
  title={An agent based approach to the selection dilemma in cbr},
  author={Analide, Cesar and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Intelligent Distributed Computing, Systems and Applications: Proceedings of the 2nd International Symposium on Intelligent Distributed Computing--IDC 2008, Catania, Italy, 2008},
  pages={35--44},
  year={2008},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{neves2008electronic,
  title={Electronic health records-organizational, regional, national, or worldwide},
  author={Neves, Jos{\'e} and Santos, Manuel and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Sollari, A and Salazar, Maria},
  booktitle={1st WSEAS International Conference on Biomedical Electronics and Biomedical Informatics},
  pages={116--121},
  year={2008}
}

@inproceedings{andrade2008software,
  title={Software agents in virtual organizations: good faith and trust},
  author={Andrade, Francisco and Novais, Paulo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Working Conference on Virtual Enterprises},
  pages={389--396},
  year={2008},
  organization={Springer US Boston, MA}
}

@inproceedings{abelha2008processo,
  title={O PROCESSO CL{\'I}NICO ELECTR{\'O}NICO},
  author={Abelha, Ant{\'o}nio and Alberto, Carlos and Neves, Jo{\~a}o and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Congresso Luso-Mo{\c{c}}ambicano de Engenharia (CLME 2008)},
  year={2008}
}

@inproceedings{rigor2008web,
  title={A Web-Based System to Reduce the Nosocomial Infection Impact in Healtcare Units.},
  author={Rigor, Hugo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio and Neves, Jos{\'e} and Alberto, Carlos},
  booktitle={WEBIST (1)},
  pages={264--268},
  year={2008}
}

@article{machado2008improving,
  title={Improving patient assistance and medical practices through intelligent agents},
  author={Machado, Jos{\'e} Manuel and Abelha, Antonio and Novais, Paulo and Neves, Joao and Neves, Jos{\'e}},
  year={2008}
}

@inproceedings{andrade2008defects,
  title={Defects of the will in software agents contracting},
  author={Andrade, Francisco and Machado, Jos{\'e} and Novais, Paulo and Neves, Jos{\'e}},
  year={2008},
  organization={Jurix}
}

@inproceedings{costa2007inter,
  title={Inter-organization Cooperation for Care of the Elderly},
  author={Costa, Ricardo and Novais, Paulo and Machado, Jos{\'e} and Alberto, Carlos and Neves, Jos{\'e}},
  booktitle={Integration and Innovation Orient to E-Society Volume 2: Seventh IFIP International Conference on e-Business, e-Services, and e-Society (13E2007), October 10--12, Wuhan, China},
  pages={200--208},
  year={2007},
  organization={Springer US}
}

@article{andrade2007contracting,
  title={Contracting agents: legal personality and representation},
  author={Andrade, Francisco and Novais, Paulo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  journal={Artificial Intelligence and Law},
  volume={15},
  pages={357--373},
  year={2007},
  publisher={Springer Netherlands}
}

@inproceedings{neves2007halt,
  title={The halt condition in genetic programming},
  author={Neves, Jos{\'e} and Machado, Jos{\'e} and Analide, Cesar and Abelha, Ant{\'o}nio and Brito, Luis},
  booktitle={Progress in Artificial Intelligence: 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, Workshops: GAIW, AIASTS, ALEA, AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~a}es, Portugal, December 3-7, 2007. Proceedings 13},
  pages={160--169},
  year={2007},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{costa2007intelligent,
  title={Intelligent mixed reality for the creation of ambient assisted living},
  author={Costa, Ricardo and Neves, Jos{\'e} and Novais, Paulo and Machado, Jos{\'e} and Lima, Lu{\'\i}s and Alberto, Carlos},
  booktitle={Progress in Artificial Intelligence: 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, Workshops: GAIW, AIASTS, ALEA, AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~a}es, Portugal, December 3-7, 2007. Proceedings 13},
  pages={323--331},
  year={2007},
  organization={Springer Berlin Heidelberg}
}

@inproceedings{abelha2007ambient,
  title={Ambient intelligence and simulation in health care virtual scenarios},
  author={Abelha, Ant{\'o}nio and Analide, Cesar and Machado, Jos{\'e} and Neves, Jos{\'e} and Santos, Manuel and Novais, Paulo},
  booktitle={Establishing the Foundation of Collaborative Networks: IFIP TC 5 Working Group 5.5 Eighth IFIP Working Conference on Virtual Enterprises September 10--12, 2007, Guimar{\~a}es, Portugal},
  pages={461--468},
  year={2007},
  organization={Springer US}
}

@article{machado2007ambient,
  title={Ambient intelligence via multiagent systems in the medical arena},
  author={Machado, Jos{\'e} Manuel and Alves, Victor and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  year={2007},
  publisher={CRL Publishing}
}

@inproceedings{marreiros2007argumentation,
  title={Argumentation-based decision making in ambient intelligence environments},
  author={Marreiros, Goreti and Santos, Ricardo and Novais, Paulo and Machado, Jos{\'e} and Ramos, Carlos and Neves, Jos{\'e} and Bula-Cruz, Jos{\'e}},
  booktitle={Progress in Artificial Intelligence: 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, Workshops: GAIW, AIASTS, ALEA, AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~a}es, Portugal, December 3-7, 2007. Proceedings 13},
  pages={309--322},
  year={2007},
  organization={Springer Berlin Heidelberg}
}

@article{marreiros2007ambient,
  title={Ambient intelligence in emotion based ubiquitous decision making},
  author={Marreiros, Goreti and Santos, Ricardo and Ramos, Carlos and Neves, Jos{\'e} and Novais, Paulo and Machado, Jos{\'e} Manuel and Cruz, Jos{\'e} Bulas},
  year={2007}
}

@misc{neves2007progress,
  title={Progress in Artificial Intelligence: 13th Portuguese Conference on Artificial Intelligence, EPIA 2007, Workshops: GAIW, AIASTS, ALEA, AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~a}es, Portugal, December 3-7, 2007, Proceedings},
  author={Neves, Jos{\'e} Maia and Santos, Manuel Filipe and Machado, Jos{\'e} Manuel},
  year={2007},
  publisher={Springer}
}

@inproceedings{marreiros2007modelling,
  title={Modelling group decision simulation through argumentation},
  author={Marreiros, Goreti and Novais, Paulo and Machado, Jos{\'e} and Ramos, Carlos and Neves, Jos{\'e}},
  booktitle={21th annual European Simulation and Modelling Conference 2007 (ESM 2007)},
  pages={394--401},
  year={2007},
  organization={Eurosis}
}

@inproceedings{andrade2007intelligent,
  title={Intelligent contracting: Software agents, corporate bodies and virtual organizations},
  author={Andrade, Francisco and Novais, Paulo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Working Conference on Virtual Enterprises},
  pages={217--224},
  year={2007},
  organization={Springer US Boston, MA}
}

@article{alberto2007inter,
  title={Inter-organization Cooperation for Care of the Elderly},
  author={Alberto, Carlos and Costa, Ricardo and Machado, Jos and Neves, Jos and Novais, Paulo},
  year={2007},
  publisher={IFIP Advances in Information and Communication Technology (AICT)}
}

@inproceedings{seabra2007simulation,
  title={Simulation and formal verification of real time systems: A case study.},
  author={Seabra, Eurico and Machado, Jos{\'e} and da Silva, Jaime Ferreira and Soares, Filomena O and Le{\~a}o, Celina P},
  booktitle={ICINCO-SPSMC},
  pages={308--313},
  year={2007}
}

@article{novais2007modelling,
  title={Modelling group decision simulation through argumentation (in Conf: Modelling and Simulation 2007. The European...},
  author={Novais, Paulo Jorge and Machado, Jos{\'e} and maia Neves, Jose},
  year={2007}
}

@article{machado2007software,
  title={Software educativo como facilitador da aprendizagem: estudo tomando a fun{\c{c}}{\~a}o exponencial e a derivada},
  author={Machado, Jos{\'e} and Silva, Bento Duarte and Almeida, Leandro S},
  year={2007},
  publisher={Universidade do Minho. Centro de Compet{\^e}ncia TIC (CCTIC UM)}
}

@article{cortez2007proceeding,
  title={Proceeding EPIA 2007},
  author={Cortez, P and Morais, A and Neves, J and Santos, MF and Machado, J},
  year={2007},
  publisher={Springer-Verlag, Berlin}
}

@incollection{analide2006quality,
  title={Quality of knowledge in virtual entities},
  author={Analide, Cesar and Novais, Paulo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Encyclopedia of communities of practice in information and knowledge management},
  pages={436--442},
  year={2006},
  publisher={IGI Global Scientific Publishing}
}

@inproceedings{marreiros2006agent,
  title={An Agent based Approach to Group Decision Simulation using Argumentation},
  author={Marreiros, Goreti and Novais, Paulo and Machado, Jos{\'e} and Ramos, Carlos and Neves, Jos{\'e}},
  booktitle={Proceedings of the International Multiconference on ISSN},
  volume={1896},
  pages={7094},
  year={2006}
}

@inproceedings{machado2006ambient,
  title={Ambient intelligence in medicine},
  author={Machado, Jose and Abelha, Ant{\'o}nio and Neves, Jose and Santos, Manuel},
  booktitle={2006 IEEE Biomedical Circuits and Systems Conference},
  pages={94--97},
  year={2006},
  organization={IEEE}
}

@inproceedings{machado2006formal,
  title={Formal Models in Web Based Contracting},
  author={Machado, Jos{\'e} and Andrade, Francisco and Neves, Jos{\'e} and Novais, Paulo and Analide, Cesar},
  booktitle={2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops},
  pages={548--554},
  year={2006},
  organization={IEEE}
}

@article{machado2006multiagent,
  title={Multiagent based problem solving in medical decision support systems},
  author={Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Santos, Manuel and Neves, Jos{\'e}},
  year={2006}
}

@article{alves2006web,
  title={A web-based collaboration approach for teaching in medicine},
  author={Alves, Victor and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Novais, Paulo and Analide, Cesar},
  year={2006},
  publisher={Instituto Polit{\'e}cnico do Porto}
}

@article{ramos2006ambition,
  title={Ambition: Ambient intelligence with emotional behaviour},
  author={Ramos, Carlos and Marreiros, Goreti and Sousa, Paulo and Marinho, Jos{\'e} and Santos, Ricardo and Neves, Jos{\'e} and Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel},
  year={2006}
}

@article{abelha2006auditing,
  title={Auditing agents in the context of a telemedical information society},
  author={Abelha, Ant{\'o}nio and Santos, Manuel and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2006}
}

@article{novais2006emotions,
  title={Emotions on agent based simulators for group formation},
  author={Novais, Paulo and Machado, Jos{\'e} Manuel and Neves, Jos{\'e} and Marreiros, Goreti and Ramos, Carlos},
  year={2006},
  publisher={EUROSIS-ETI}
}

@inproceedings{marreiros2006emotions,
  title={Emotions on agent based simulators for group formation},
  author={Marreiros, Goreti and Novais, Paulo and Machado, Jos{\'e} and Ramos, Carlos and Neves, Jos{\'e}},
  booktitle={Proceedings of the ESM},
  pages={310--314},
  year={2006}
}

@article{neves2006formal,
  title={A formal approach to argumentation in group decision scenarios},
  author={Neves, Jos{\'e} and Novais, Paulo and Machado, Jos{\'e} Manuel and Marreiros, Goreti and Ramos, Carlos},
  year={2006},
  publisher={Instituto Polit{\'e}cnico do Porto. Instituto Superior de Engenharia do Porto (ISEP)}
}

@article{alves2005agent,
  title={Agent based decision support systems in medicine},
  author={Alves, Victor and Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio},
  year={2005},
  publisher={World Scientific and Engineering Academy and Society (WSEAS)}
}

@inproceedings{andrade2005legal,
  title={Legal security and credibility in agent based virtual enterprises},
  author={Andrade, Francisco and Neves, Jos{\'e} and Novais, Paulo and Machado, Jos{\'e} and Abelha, Ant{\'o}nio},
  booktitle={Collaborative Networks and Their Breeding Environments: IFIP TC5 WG 5.5 Sixth IFIP Working Conference on VIRTUAL ENTERPRISES, 26--28 September, 2005, Valencia, Spain 6},
  pages={503--512},
  year={2005},
  organization={Springer US}
}

@article{alves2005agent,
  title={Agent driven diagnosis in medicine},
  author={Alves, Victor and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  year={2005}
}

@article{machado2005web,
  title={Web-based simulation in medicine},
  author={Machado, Jos{\'e} Manuel and Alves, Victor},
  year={2005},
  publisher={EUROSIS-ETI}
}

@article{abelha2004health,
  title={Health data management in the medical arena},
  author={Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Alves, Victor and Neves, Jos{\'e}},
  year={2004}
}

@article{abelha2004data,
  title={Data warehousing through multi-agent systems in the medical arena},
  author={Abelha, Ant{\'o}nio and Machado, Jos{\'e} Manuel and Alves, Victor and Neves, Jos{\'e}},
  year={2004}
}

@article{novais2004reputation,
  title={Reputation and Trust in the context of Logic-based argumentation},
  author={Novais, Paulo and Analide, Cesar and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2004}
}

@inproceedings{andrade2004software,
  title={Software agents as legal persons},
  author={Andrade, Francisco and Neves, Jos{\'e} and Novais, Paulo and Machado, Jos{\'e}},
  booktitle={Working Conference on Virtual Enterprises},
  pages={123--132},
  year={2004},
  organization={Springer US Boston, MA}
}

@phdthesis{analide2004anthropopathy,
  title={Anthropopathy in Virtual Entities},
  author={Analide, Cesar and Machado, Jos{\'e} and Neves, Jos{\'e}},
  year={2004},
  school={PhD Thesis, Department of Informatics, University of Minho}
}

@article{mota2004learning,
  title={E-learning in medical environments using intelligent tutoring systems},
  author={Mota, Rui and Vidal, Raul and Alves, Victor and Machado, Jos{\'e} Manuel and Abelha, Ant{\'o}nio and Nelas, Lu{\'\i}s},
  year={2004}
}

@article{analide2004anthropopaty,
  title={Anthropopaty and its assessment in virtual entities},
  author={Analide, Cesar and Novais, Paulo and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={2004},
  publisher={IGI Global}
}

@inproceedings{novais2003argumentative,
  title={Argumentative procedures in e-commerce environments},
  author={Novais, Paulo and Neves, Jos{\'e} and Brito, Lu{\'\i}s and Machado, Jos{\'e}},
  booktitle={Towards the Knowledge Society: eCommerce, eBusiness and eGovernment The Second IFIP Conference on E-Commerce, E-Business, E-Government (I3E 2002) October 7--9, 2002, Lisbon, Portugal},
  pages={703--716},
  year={2003},
  organization={Springer US}
}

@article{analide2003anthropapathic,
  title={Anthropapathic agents in e-Learning systems applied to the area of the medicine},
  author={Analide, Cesar and Machado, Jos{\'e} Manuel and Gomes, {\'E}lia and Neves, Jos{\'e}},
  year={2003},
  publisher={International Association of Science and Technology for Development (IASTED)}
}

@article{machado2003governo,
  title={Governo eletr{\'o}nico: moderniza{\c{c}}{\~a}o da Administra{\c{c}}{\~a}o P{\'u}blica},
  author={Machado, Jos{\'e}},
  journal={texto de apoio, Universidade do Minho, Departamento de Inform{\'a}tica, Braga, Portugal},
  year={2003}
}

@inproceedings{abelha2002agency,
  title={Agency for integration, diffusion and archive of medical information},
  author={Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Santos, M and Allegro, Sollari and Rua, Fernando and Paiva, Miguel and Neves, Jos{\'e}},
  booktitle={Proceedings of the Third IASTED International Conference-Artificial Intelligence and Applications, Benalmadena, Spain},
  pages={1--47},
  year={2002}
}

@inproceedings{alves2002interchanging,
  title={Interchanging Agents and Humans in Problem Solving in the Area of the Medicine},
  author={Alves, Victor and Abelha, Ant{\'o}nio and Ribeiro, Victor and Machado, Jos{\'e}},
  booktitle={Proceedings of the Second IASTED International Conference-Artificial Intelligence and Applications},
  year={2002}
}

@article{machado2001agentes,
  title={Agentes inteligentes como objectos dum sistema distribu{\'\i}do de realidade virtual},
  author={Machado, Jos{\'e} Manuel},
  year={2001}
}

@inproceedings{neves1999unified,
  title={A unified framework for data modeling on medical information systems},
  author={Neves, Jos{\'e} and Cortez, Paulo and Rocha, Miguel and Abelha, Ant{\'o}nio and Machado, Jos{\'e} and Alves, Vitor and Basto, Sousa and Botelho, Henrique and Neves, Jo{\~a}o},
  booktitle={Medical Informatics Europe'99},
  pages={68--71},
  year={1999},
  organization={IOS Press}
}

@article{neves1998distributed,
  title={A distributed web-based water quality diagnosis and simulation system in lakes and reservoirs},
  author={Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Cortez, Paulo and Arteiro, Jos{\'e} and Vicente, Henrique},
  year={1998},
  publisher={SOC COMPUTER SIMULATION}
}

@inproceedings{neves1997extended,
  title={Extended logic programming applied to the specification of multi-agent systems and their computing environments},
  author={Neves, Jos{\'e} and Machado, J and Analide, Cesar and Novais, Paulo and Abelha, Ant{\'o}nio},
  booktitle={1997 IEEE International Conference on Intelligent Processing Systems (Cat. No. 97TH8335)},
  volume={1},
  pages={159--164},
  year={1997},
  organization={IEEE}
}

@inproceedings{machado1997multi,
  title={A Multi-Agent Computational Framework for Dynamic Systems},
  author={Machado, J and Neves, J and Analide, C},
  booktitle={APPLIED INFORMATICS-PROCEEDINGS-},
  pages={302--305},
  year={1997},
  organization={IASTED}
}

@inproceedings{neves1997application,
  title={The application of artificial intelligence to law enforcement},
  author={Neves, Jos{\'e} and Machado, Jose and Abelha, Ant{\'o}nio},
  booktitle={Proceedings of the 6th international conference on Artificial intelligence and law},
  pages={256},
  year={1997}
}

@inproceedings{neves1997steps,
  title={Steps Toward Formalizing Context in Discrete Event Simulation},
  author={Neves, Jose and Machado, Jose and Abelha, Antonio},
  booktitle={Proceedings of the IASTED International Conference, Artificial Intelligence and Soft Computing, July 27 to August 1, 1997, Banff, Canada},
  pages={21},
  year={1997},
  organization={Acta Pr}
}

@inproceedings{machado1997addressing,
  title={Addressing Problem Solving on a Distributed Computational Architecture},
  author={Machado, Jos{\'e} and Novais, Paulo and Abelha, Ant{\'o}nio and Neves, Jos{\'e}},
  booktitle={Proceedings of the 3rd International Congress of Industrial Engineering, Gramado Brasil},
  year={1997}
}

@article{machado1997distributed,
  title={Distributed interactive simulation},
  author={Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={1997},
  publisher={SOC COMPUTER SIMULATION}
}

@article{neves1997multi,
  title={A multi-agent system for law enforcement simulation},
  author={Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Novais, Paulo and Abelha, Ant{\'o}nio},
  year={1997},
  publisher={Society Computer Simulation}
}

@article{cortez1996evolutionary,
  title={An evolutionary artificial neural network time series forecasting system},
  author={Cortez, Paulo and Machado, Jos{\'e} Manuel and Neves, Jos{\'e}},
  year={1996},
  publisher={ACTA Press}
}

@inproceedings{cortez1996time,
  title={Time Series Forecasting in a Distributed Environment},
  author={Cortez, Paulo and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={IBERAMIA 96},
  year={1996}
}

@article{neves1996software,
  title={a software agent Distributed system for Dynamic load Balancing},
  author={Neves, Jos{\'e} and Machado, Jos{\'e} Manuel and Costa, Lino and Cortez, Paulo},
  year={1996},
  publisher={SOC COMPUTER SIMULATION}
}

@inproceedings{cortez1995neural,
  title={A neural network based time series forecasting system},
  author={Cortez, F and Rocha, Miguel and Machado, Jos{\'e} and Neves, Jos{\'e}},
  booktitle={Proceedings of ICNN'95-International Conference on Neural Networks},
  volume={5},
  pages={2689--2693},
  year={1995},
  organization={IEEE}
}

@misc{machado1992logica,
  title={L{\'o}gica Computacional},
  author={Machado, J and Neves, J},
  year={1992},
  publisher={Unidades de Ensino, Universidade do Minho}
}