| Automatic recommendations for e-learning personalization based on web usage mining techniques and information retrieval MK Khribi, M Jemni, O Nasraoui 2008 Eighth IEEE International Conference on Advanced Learning Technologies …, 2008 | 562 | 2008 |
| Low-complexity fuzzy relational clustering algorithms for web mining R Krishnapuram, A Joshi, O Nasraoui, L Yi IEEE transactions on Fuzzy Systems 9 (4), 595-607, 2001 | 524 | 2001 |
| Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. i R Krishnapuram, H Frigui, O Nasraoui IEEE Transactions on Fuzzy Systems 3 (1), 29-43, 1995 | 312 | 1995 |
| Unsupervised learning of prototypes and attribute weights H Frigui, O Nasraoui Pattern recognition 37 (3), 567-581, 2004 | 299 | 2004 |
| Mining search engine query logs for query recommendation Z Zhang, O Nasraoui Proceedings of the 15th international conference on World Wide Web, 1039-1040, 2006 | 292 | 2006 |
| A web usage mining framework for mining evolving user profiles in dynamic web sites O Nasraoui, M Soliman, E Saka, A Badia, R Germain IEEE transactions on knowledge and data engineering 20 (2), 202-215, 2007 | 290 | 2007 |
| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 266* | 2006 |
| The fuzzy c spherical shells algorithm: A new approach R Krishnapuram, O Nasraoui, H Frigui IEEE Transactions on Neural Networks 3 (5), 663-671, 1992 | 265 | 1992 |
| Deep learning of part-based representation of data using sparse autoencoders with nonnegativity constraints E Hosseini-Asl, JM Zurada, O Nasraoui IEEE transactions on neural networks and learning systems 27 (12), 2486-2498, 2015 | 236 | 2015 |
| Mining web access logs using relational competitive fuzzy clustering O Nasraoui, H Frigui, A Joshi, R Krishnapuram Proceedings of the Eight International Fuzzy Systems Association World …, 1999 | 232 | 1999 |
| Using explainability for constrained matrix factorization B Abdollahi, O Nasraoui Proceedings of the eleventh ACM conference on recommender systems, 79-83, 2017 | 168 | 2017 |
| Extracting web user profiles using relational competitive fuzzy clustering O Nasraoui, H Frigui, R Krishnapuram, A Joshi International journal on artificial intelligence tools 9 (04), 509-526, 2000 | 162 | 2000 |
| The fuzzy artificial immune system: Motivations, basic concepts, and application to clustering and web profiling O Nasaroui, F Gonzalez, D Dasgupta 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE …, 2002 | 160 | 2002 |
| Explainable matrix factorization for collaborative filtering B Abdollahi, O Nasraoui Proceedings of the 25th International Conference Companion on World Wide Web …, 2016 | 126 | 2016 |
| Tecno-streams: Tracking evolving clusters in noisy data streams with a scalable immune system learning model O Nasraoui, CC Uribe, CR Coronel, F Gonzalez Third IEEE International Conference on Data Mining, 235-242, 2003 | 119 | 2003 |
| Evolution and impact of bias in human and machine learning algorithm interaction W Sun, O Nasraoui, P Shafto Plos one 15 (8), e0235502, 2020 | 116 | 2020 |
| Mining web access logs using a fuzzy relational clustering algorithm based on a robust estimator O Nasraoui, R Krishnapuram, A Joshi Proc. the Eighth Int’l World Wide Web Conference, Toronto, Canada, 1999 | 116 | 1999 |
| Transparency in fair machine learning: the case of explainable recommender systems B Abdollahi, O Nasraoui Human and machine learning: Visible, explainable, trustworthy and …, 2018 | 115 | 2018 |
| Debiasing the human-recommender system feedback loop in collaborative filtering W Sun, S Khenissi, O Nasraoui, P Shafto Companion Proceedings of The 2019 World Wide Web Conference, 645-651, 2019 | 108 | 2019 |
| World Wide Web Personalization O Nasraoui Encyclopedia of data warehousing and mining, 1216-1220, 2005 | 107 | 2005 |
