@INPROCEEDINGS{Ly10191774,
  author={Ly, Adrian and Dazeley, Richard and Vamplew, Peter and Cruz, Francisco and Aryal, Sunil},
  booktitle={Proceedings of the 2023 International Joint Conference on Neural Networks (IJCNN)}, 
  title={Elastic step DDPG: Multi-step reinforcement learning for improved sample efficiency}, 
  year={2023},
  pages={01-06},
  doi={10.1109/IJCNN54540.2023.10191774}}

@article{AGRAHARIBANIYA2023126355,
title = {Online Video Super-resolution using Information Replenishing Unidirectional Recurrent Model},
journal = {Neurocomputing},
volume = {546},
year = {2023},
doi = {10.1016/j.neucom.2023.126355},
url = {https://www.sciencedirect.com/science/article/pii/S0925231223004782},
author = {Arbind {Agrahari Baniya} and Tsz-Kwan Lee and Peter W. Eklund and Sunil Aryal and Antonio Robles-Kelly},
}

@article{TALUKDER2023120534,
title = {An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning},
journal = {Expert Systems with Applications},
volume = {230},
year = {2023},
doi = {10.1016/j.eswa.2023.120534},
url = {https://www.sciencedirect.com/science/article/pii/S0957417423010369},
author = {Md. Alamin Talukder and Md. Manowarul Islam and Md. Ashraf Uddin and Arnisha Akhter and Md. Alamgir Jalil Pramanik and Sunil Aryal and Muhammad Ali Abdulllah Almoyad and Khondokar Fida Hasan and Mohammad Ali Moni},
}

@ARTICLE{Arbind10102571,
  author={Baniya, Arbind Agrahari and Lee, Tsz-Kwan and Eklund, Peter W. and Aryal, Sunil},
  journal={IEEE Transactions on Multimedia}, 
  title={Omnidirectional Video Super-Resolution using Deep Learning}, 
  year={2023},
  volume={},
  number={},
  pages={1-15},
  doi={10.1109/TMM.2023.3267294}
}

@article{GUPTA2023110685,
title = {PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification},
journal = {Knowledge-Based Systems},
pages = {110685},
year = {2023},
issn = {0950-7051},
doi = {https://doi.org/10.1016/j.knosys.2023.110685},
url = {https://www.sciencedirect.com/science/article/pii/S0950705123004355},
author = {Shashank Gupta and Mohamed Reda Bouadjenek and Antonio Robles-Kelly},
keywords = {Logic rules dissemination, Sentiment classification, Explainable AI},
}

@article{tweb2023a,
author = {Bouadjenek, Mohamed Reda and Sanner, Scott and Wu, Ga },
title = { A User-Centric Analysis of Social Media for Stock Market Prediction},
year = {2023},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {1559-1131},
journal = {ACM Trans. Web},
url_paper = {https://rbouadjenek.github.io/papers/TWEB-21-0091.pdf}
}

@article{tweb2023b,
author = {Rana, Arpit and Sanner, Scott and Bouadjenek, Mohamed Reda and  Dicarlantonio, Ron and Farmaner, Gary },
title = { User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation},
year = {2023},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {1559-1131},
journal = {ACM Trans. Web},
url_paper = {https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf}
}

@Article{HISS2023,
AUTHOR = {Durgesh Samariya and Jiangang Ma and Sunil Aryal and Xiaohui Zhao},
TITLE = {Detection and explanation of anomalies in healthcare data},
JOURNAL = {Health Information Science and Systems (Accepted)},
VOLUME = {11},
YEAR = {2023},
NUMBER = {1},
ARTICLE-NUMBER = {20},
URL = {https://link.springer.com/article/10.1007/s13755-023-00221-2},
DOI = {10.1007/s13755-023-00221-2}
}

@InProceedings{Malgi2023,
author={Malgi, Vinayaka Vivekananda and Aryal, Sunil and Rasool, Zafaryab and Tay, David},
title={Data-dependent and Scale-Invariant Kernel for Support Vector Machine Classification},
booktitle = {Proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining},
year={2023},
publisher={Springer Nature Switzerland},
address={Cham},
pages={171--182},
}

@Article{genes14030582,
AUTHOR = {Halder, Rajib Kumar and Uddin, Mohammed Nasir and Uddin, Md. Ashraf and Aryal, Sunil and Islam, Md. Aminul and Hossain, Fahima and Jahan, Nusrat and Khraisat, Ansam and Alazab, Ammar},
TITLE = {A Grid Search-Based Multilayer Dynamic Ensemble System to Identify DNA N4—Methylcytosine Using Deep Learning Approach},
JOURNAL = {Genes},
VOLUME = {14},
YEAR = {2023},
NUMBER = {3},
ARTICLE-NUMBER = {582},
URL = {https://www.mdpi.com/2073-4425/14/3/582},
ISSN = {2073-4425},
DOI = {10.3390/genes14030582}
}

@InProceedings{Gupta2023,
author="Gupta, Shashank
and Bouadjenek, Mohamed Reda
and Robles-Kelly, Antonio",
title="A Mask-based Logic Rules Dissemination Method for Sentiment Classifiers",
booktitle = {Advances in Information Retrieval: 45th European Conference on IR Research},
year="2023",
publisher="Springer International Publishing",
address="Cham",
isbn="978-3-030-99736-6",
series = {ECIR '22},
numpages = {16},
location = {Dublin, Irlande},
url_paper = {https://rbouadjenek.github.io/papers/ECIR23_paper_39.pdf}
}

@article{RASOOL2023109287,
title = {Overcoming weaknesses of density peak clustering using a data-dependent similarity measure},
journal = {Pattern Recognition},
volume = {137},
pages = {109287},
year = {2023},
issn = {0031-3203},
doi = {https://doi.org/10.1016/j.patcog.2022.109287},
url = {https://www.sciencedirect.com/science/article/pii/S003132032200766X},
author = {Zafaryab Rasool and Sunil Aryal and Mohamed Reda Bouadjenek and Richard Dazeley},
keywords = {Clustering, Density peak clustering, Similarity measure, Data-dependent similarity},
url_paper = {https://rbouadjenek.github.io/papers/PR-D-21-02392.pdf}
}

@article{SHEN2023103139,
title = {Towards understanding and mitigating unintended biases in language model-driven conversational recommendation},
journal = {Information Processing & Management},
volume = {60},
number = {1},
pages = {103139},
year = {2023},
issn = {0306-4573},
doi = {https://doi.org/10.1016/j.ipm.2022.103139},
url = {https://www.sciencedirect.com/science/article/pii/S0306457322002400},
author = {Tianshu Shen and Jiaru Li and Mohamed Reda Bouadjenek and Zheda Mai and Scott Sanner},
keywords = {Conversational recommendation systems, BERT, Contextual language models, Bias and discrimination},
url_paper = {https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf}
}

@ARTICLE{9521674,
  author={Song, Xiangyu and Aryal, Sunil and Ting, Kai Ming and Liu, Zhen and He, Bin},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={Spectral–Spatial Anomaly Detection of Hyperspectral Data Based on Improved Isolation Forest}, 
  year={2022},
  volume={60},
  number={},
  pages={1-16},
  doi={10.1109/TGRS.2021.3104998},
  url_paper = {https://ieeexplore.ieee.org/document/9521674}
  }
  

@INPROCEEDINGS {9861148,
author = {N. Huynh and M. Bouadjenek and A. Hassani and I. Razzak and K. Lee and C. Arora and A. Zaslavsky},
booktitle = {2022 23rd IEEE International Conference on Mobile Data Management (MDM)},
title = {Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment},
year = {2022},
volume = {},
issn = {},
pages = {318-321},
keywords = {smart homes;machine learning;computer architecture;data collection;user interfaces;mobile applications;internet of things},
doi = {10.1109/MDM55031.2022.00070},
url = {https://doi.ieeecomputersociety.org/10.1109/MDM55031.2022.00070},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {jun},
url_paper = {https://rbouadjenek.github.io/papers/MDM2022.pdf}
}

@inproceedings{marine-tree,
author = {Boone-Sifuentes, Tanya and Nazari, Asef and Razzak, Imran and Bouadjenek, Mohamed Reda and Robles-Kelly, Antonio and Ierodiaconou, Daniel and Oh, Elizabeth S. },
title = "{Marine-tree: A Large-scale Hierarchically Annotated Dataset for Marine Organism Classification}",
year = {2022},
isbn = {978-1-4503-9236-5/22/10},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3511808.3557634},
doi = {10.1145/3511808.3557634},
booktitle = {Proceedings of the 31th ACM International Conference on Information \& Knowledge Management},
numpages = {5},
keywords = {Hierarchical Image Classification, Convolutional Neural Networks, Deep Learning, Marine Image Classification.},
location = {Atlanta, GA, USA},
series = {CIKM '22},
url_paper = {https://rbouadjenek.github.io/papers/sp0760.pdf}
}

@inproceedings{mlhc2022,
author = {Boone-Sifuentes, Tanya  and Bouadjenek, Mohamed Reda and Razzak, Imran and Hacid, Hakim and Nazari, Asef},
title = "{A Mask-based Output Layer for Multi-level Hierarchical Classification}",
year = {2022},
isbn = {978-1-4503-9236-5/22/10},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3511808.3557534},
doi = {10.1145/3511808.3557534},
booktitle = {Proceedings of the 31th ACM International Conference on Information \& Knowledge Management},
numpages = {5},
keywords = {Hierarchical Classification, CNN, Deep Learning.},
location = {Atlanta, GA, USA},
series = {CIKM '22},
url_paper = {https://rbouadjenek.github.io/papers/sp0060.pdf}
}

@article{santosh2022systematic,
  title={A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?},
  author={Santosh, KC and Rasmussen, Nicholas and Mamun, Muntasir and Aryal, Sunil},
  journal={PeerJ Computer Science},
  volume={8},
  pages={e958},
  year={2022},
  publisher={PeerJ Inc.},
  url_paper = {https://peerj.com/articles/cs-958/}
}

@article{lefevre2022modelops,
  title={ModelOps for enhanced decision-making and governance in emergency control rooms},
  author={Lefevre, Kay and Arora, Chetan and Lee, Kevin and Zaslavsky, Arkady and Bouadjenek, Mohamed Reda and Hassani, Ali and Razzak, Imran},
  journal={Environment Systems and Decisions},
  pages={1--15},
  year={2022},
  publisher={Springer},
  url_paper = {https://rbouadjenek.github.io/papers/ESD2022.pdf}
}

@article{razzak2022mutliresolutional,
  title={Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data},
  author={Razzak, Imran and Naz, Saeeda and Ashraf, Abida and Khalifa, Fahmi and Bouadjenek, Mohamed Reda and Mumtaz, Shahid},
  journal={International Journal of Intelligent Systems},
  year={2022},
  publisher={Wiley Online Library},
  url_paper = {https://rbouadjenek.github.io/papers/int.22856.pdf}
}

@inproceedings{10.1145/3477495.3531890,
author = {Gao, Zhaolin and Shen, Tianshu and Mai, Zheda and Bouadjenek, Mohamed Reda and Waller, Isaac and Anderson, Ashton and Bodkin, Ron and Sanner, Scott},
title = {Mitigating the Filter Bubble While Maintaining Relevance: Targeted Diversification with VAE-Based Recommender Systems},
year = {2022},
isbn = {9781450387323},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3477495.3531890},
doi = {10.1145/3477495.3531890},
booktitle = {Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval},
pages = {2524–2531},
numpages = {8},
keywords = {filter bubble, diversity, recommendation systems},
location = {Madrid, Spain},
series = {SIGIR '22},
url_paper = {https://rbouadjenek.github.io/papers/sp1992-gao.pdf}
}

@article{bouadjenek2022longitudinal,
  title={A longitudinal study of topic classification on Twitter},
  author={Bouadjenek, Mohamed Reda and Sanner, Scott and Iman, Zahra and Xie, Lexing and Shi, Daniel Xiaoliang},
  journal={PeerJ Computer Science},
  volume={8},
  pages={e991},
  year={2022},
  publisher={PeerJ Inc.},
  url_paper = {https://rbouadjenek.github.io/papers/PeerJ2022.pdf}
}

@InProceedings{10.1007/978-3-031-13643-6_9,
author="Gupta, Shashank
and Bouadjenek, Mohamed Reda
and Robles-Kelly, Antonio",
title="An Analysis of Logic Rule Dissemination in Sentiment Classifiers",
booktitle="Experimental IR Meets Multilinguality, Multimodality, and Interaction",
year="2022",
publisher="Springer International Publishing",
address="Cham",
pages="118--124",
isbn="978-3-031-13643-6",
url_paper = {https://rbouadjenek.github.io/papers/CLEF_2022_paper_36.pdf}
}

@article{NGUYEN2022100328,
title = {Origin of novel coronavirus causing COVID-19: A computational biology study using artificial intelligence},
journal = {Machine Learning with Applications},
volume = {9},
pages = {100328},
year = {2022},
issn = {2666-8270},
doi = {https://doi.org/10.1016/j.mlwa.2022.100328},
url = {https://www.sciencedirect.com/science/article/pii/S266682702200041X},
author = {Thanh Thi Nguyen and Mohamed Abdelrazek and Dung Tien Nguyen and Sunil Aryal and Duc Thanh Nguyen and Sandeep Reddy and Quoc Viet Hung Nguyen and Amin Khatami and Thanh Tam Nguyen and Edbert B. Hsu and Samuel Yang},
}
  

@article{santosh2022systematic,
  title={A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?},
  author={Santosh, KC and Rasmussen, Nicholas and Mamun, Muntasir and Aryal, Sunil},
  journal={PeerJ Computer Science},
  volume={8},
  pages={e958},
  year={2022},
  publisher={PeerJ Inc.},
  url_paper = {https://peerj.com/articles/cs-958/}
}

@article{aryal2022ndvi,
  title={NDVI Threshold-Based Urban Green Space Mapping from Sentinel-2A at the Local Governmental Area (LGA) Level of Victoria, Australia},
  author={Aryal, Jagannath and Sitaula, Chiranjibi and Aryal, Sunil},
  journal={Land},
  volume={11},
  number={3},
  pages={351},
  year={2022},
  publisher={MDPI},
  url_paper = {https://www.mdpi.com/2073-445X/11/3/351}
}
  
  

@InProceedings{Gupta2022,
author="Gupta, Shashank
and Robles-Kelly, Antonio
and Bouadjenek, Mohamed Reda",
editor="Torsello, Andrea
and Rossi, Luca
and Pelillo, Marcello
and Biggio, Battista
and Robles-Kelly, Antonio",
title="Feature Extraction Functions for Neural Logic Rule Learning",
booktitle="Structural, Syntactic, and Statistical Pattern Recognition",
year="2021",
publisher="Springer International Publishing",
address="Cham",
pages="98--107",
isbn="978-3-030-73973-7",
url_paper = {https://rbouadjenek.github.io/papers/SSSPR_2020_paper_44.pdf}
}

@inproceedings{10.1145/3442381.3450123,
author = {Lyu, Shengnan and Rana, Arpit and Sanner, Scott and Bouadjenek, Mohamed Reda},
title = {A Workflow Analysis of Context-Driven Conversational Recommendation},
year = {2021},
isbn = {9781450383127},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3442381.3450123},
doi = {10.1145/3442381.3450123},
booktitle = {Proceedings of the Web Conference 2021},
pages = {866–877},
numpages = {12},
location = {Ljubljana, Slovenia},
series = {WWW '21},
url_paper = {https://rbouadjenek.github.io/papers/TheWebConf_2021_paper_2348.pdf}
}

@article{qayyum2021multilevel,
  title={Multilevel depth-wise context attention network with atrous mechanism for segmentation of covid19 affected regions},
  author={Qayyum, Abdul and Mazhar, Mona and Razzak, Imran and Bouadjenek, Mohamed Reda},
  journal={Neural Computing and Applications},
  pages={1--13},
  year={2021},
  publisher={Springer},
  url_paper = {https://rbouadjenek.github.io/papers/NCAA-D-21-02485.pdf}
}

@article{aryal2021usfad,
  title={usfAD: a robust anomaly detector based on unsupervised stochastic forest},
  author={Aryal, Sunil and Santosh, KC and Dazeley, Richard},
  journal={International Journal of Machine Learning and Cybernetics},
  volume={12},
  number={4},
  pages={1137--1150},
  year={2021},
  publisher={Springer},
  url_paper = {https://link.springer.com/article/10.1007/s13042-020-01225-0}
}
  

@article{dazeley2021levels,
  title={Levels of explainable artificial intelligence for human-aligned conversational explanations},
  author={Dazeley, Richard and Vamplew, Peter and Foale, Cameron and Young, Charlotte and Aryal, Sunil and Cruz, Francisco},
  journal={Artificial Intelligence},
  volume={299},
  pages={103525},
  year={2021},
  publisher={Elsevier},
  url_paper = {https://www.sciencedirect.com/science/article/abs/pii/S000437022100076X}
}

@article{sitaula2021vector,
  title={Vector representation based on a supervised codebook for Nepali documents classification},
  author={Sitaula, Chiranjibi and Basnet, Anish and Aryal, Sunil},
  journal={PeerJ Computer Science},
  volume={7},
  pages={e412},
  year={2021},
  publisher={PeerJ Inc.},
  url_paper = {https://peerj.com/articles/cs-412/}
}

@article{sitaula2021content,
  title={Content and context features for scene image representation},
  author={Sitaula, Chiranjibi and Aryal, Sunil and Xiang, Yong and Basnet, Anish and Lu, Xuequan},
  journal={Knowledge-Based Systems},
  volume={232},
  pages={107470},
  year={2021},
  publisher={Elsevier},
  url_paper = {https://www.sciencedirect.com/science/article/abs/pii/S0950705121007322}
}

@article{sitaula2021scene,
  title={Scene image representation by foreground, background and hybrid features},
  author={Sitaula, Chiranjibi and Xiang, Yong and Aryal, Sunil and Lu, Xuequan},
  journal={Expert Systems with Applications},
  volume={182},
  pages={115285},
  year={2021},
  publisher={Elsevier},
  url_paper = {https://www.sciencedirect.com/science/article/abs/pii/S0957417421007168}
}

@article{sitaula2021new,
  title={New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis},
  author={Sitaula, Chiranjibi and Aryal, Sunil},
  journal={Health information science and systems},
  volume={9},
  number={1},
  pages={1--12},
  year={2021},
  publisher={Springer},
  url_paper = {https://link.springer.com/article/10.1007/s13755-021-00152-w}
}

@article{sitaula2021fusion,
  title={Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infection},
  author={Sitaula, Chiranjibi and Shahi, Tej Bahadur and Aryal, Sunil and Marzbanrad, Faezeh},
  journal={Scientific reports},
  volume={11},
  number={1},
  pages={1--12},
  year={2021},
  publisher={Nature Publishing Group},
  url_paper = {https://www.nature.com/articles/s41598-021-03287-8}
}

@inproceedings{aryal2021ensemble,
  title={Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data},
  author={Aryal, Sunil and Wells, Jonathan R},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={687--702},
  year={2021},
  organization={Springer},
  url_paper = {https://link.springer.com/chapter/10.1007/978-3-030-86486-6_42}
}

@inproceedings{aryal2021spad+,
  title={SPAD+: An Improved Probabilistic Anomaly Detector based on One-dimensional Histograms},
  author={Aryal, Sunil and Baniya, Arbind Agrahari and Razzak, Imran and Santosh, KC},
  booktitle={2021 International Joint Conference on Neural Networks (IJCNN)},
  pages={1--7},
  year={2021},
  organization={IEEE},
  url_paper = {https://ieeexplore.ieee.org/abstract/document/9534162}
}

@article{BOUADJENEK2020101592,
title = "{Relevance- and interface-driven clustering for visual information retrieval}",
journal = {Information Systems},
volume = {94},
pages = {101592},
year = {2020},
issn = {0306-4379},
doi = {https://doi.org/10.1016/j.is.2020.101592},
url = {https://www.sciencedirect.com/science/article/pii/S0306437920300752},
author = {Mohamed Reda Bouadjenek and Scott Sanner and Yihao Du},
keywords = {Visual information retrieval, Relevance-driven Clustering, Visual search user study, Clustering via filter optimization},
url_paper = {https://rbouadjenek.github.io/papers/IS_101592.pdf}
}

@ARTICLE{Zhang2020,  
author={Zhang, Bohan and Sanner, Scott and Bouadjenek, Mohamed Reda and Gupta, Shagun},  
journal={IEEE Transactions on Knowledge and Data Engineering},   
title={Bayesian Networks for Data Integration in the Absence of Foreign Keys},   
year={2020},  
volume={32},  
number={4},  
pages={803-808},  
doi={10.1109/TKDE.2019.2940019},
url_paper = {https://rbouadjenek.github.io/papers/TKDE2940019.pdf}
}

@article{aryal2020comparative,
  title={A comparative study of data-dependent approaches without learning in measuring similarities of data objects},
  author={Aryal, Sunil and Ting, Kai Ming and Washio, Takashi and Haffari, Gholamreza},
  journal={Data mining and knowledge discovery},
  volume={34},
  number={1},
  pages={124--162},
  year={2020},
  publisher={Springer},
  url_paper = {https://link.springer.com/article/10.1007/s10618-019-00660-0}
}

@article{wells2020simple,
  title={Simple supervised dissimilarity measure: Bolstering iForest-induced similarity with class information without learning},
  author={Wells, Jonathan R and Aryal, Sunil and Ting, Kai Ming},
  journal={Knowledge and Information Systems},
  volume={62},
  number={8},
  pages={3203--3216},
  year={2020},
  publisher={Springer},
  url_paper = {https://link.springer.com/article/10.1007/s10115-020-01454-3}
}

@article{sitaula2020fusion,
  title={Fusion of whole and part features for the classification of histopathological image of breast tissue},
  author={Sitaula, Chiranjibi and Aryal, Sunil},
  journal={Health Information Science and Systems},
  volume={8},
  number={1},
  pages={1--12},
  year={2020},
  publisher={Springer},
  url_paper = {https://link.springer.com/article/10.1007/s13755-020-00131-7}
}

@inproceedings{sitaula2020hdf,
  title={Hdf: Hybrid deep features for scene image representation},
  author={Sitaula, Chiranjibi and Xiang, Yong and Basnet, Anish and Aryal, Sunil and Lu, Xuequan},
  booktitle={2020 International Joint Conference on Neural Networks (IJCNN)},
  pages={1--8},
  year={2020},
  organization={IEEE},
  url_paper = {https://ieeexplore.ieee.org/abstract/document/9207106}
}

@inproceedings{samariya2020new,
  title={A new effective and efficient measure for outlying aspect mining},
  author={Samariya, Durgesh and Aryal, Sunil and Ting, Kai Ming and Ma, Jiangang},
  booktitle={International Conference on Web Information Systems Engineering},
  pages={463--474},
  year={2020},
  organization={Springer},
  url_paper = {https://link.springer.com/chapter/10.1007/978-3-030-62008-0_32}
}