| Bias in data‐driven artificial intelligence systems—An introductory survey E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020 | 1500 | 2020 |
| A survey on datasets for fairness‐aware machine learning T Le Quy, A Roy, V Iosifidis, W Zhang, E Ntoutsi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (3 …, 2022 | 469 | 2022 |
| Monic: modeling and monitoring cluster transitions M Spiliopoulou, I Ntoutsi, Y Theodoridis, R Schult Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 388 | 2006 |
| Similarity search in trajectory databases N Pelekis, I Kopanakis, G Marketos, I Ntoutsi, G Andrienko, Y Theodoridis 14th International Symposium on Temporal Representation and Reasoning (TIME …, 2007 | 222 | 2007 |
| A survey on bias in visual datasets S Fabbrizzi, S Papadopoulos, E Ntoutsi, I Kompatsiaris Computer Vision and Image Understanding 223, 103552, 2022 | 203 | 2022 |
| Density-based projected clustering over high dimensional data streams I Ntoutsi, A Zimek, T Palpanas, P Kröger, HP Kriegel Proceedings of the 2012 SIAM international conference on data mining, 987-998, 2012 | 152 | 2012 |
| FAHT: An adaptive fairness-aware decision tree classifier W Zhang, E Ntoutsi Proceedings of the Twenty-Eighth International Joint Conference on …, 2019 | 149 | 2019 |
| Fast group recommendations by applying user clustering E Ntoutsi, K Stefanidis, K Nørvåg, HP Kriegel ER, 2012 | 145 | 2012 |
| AdaFair: Cumulative fairness adaptive boosting V Iosifidis, E Ntoutsi Proceedings of the 28th ACM International Conference on Information and …, 2019 | 123 | 2019 |
| Building real-world trajectory warehouses G Marketos, E Frentzos, I Ntoutsi, N Pelekis, A Raffaeta, Y Theodoridis Proceedings of the seventh ACM international workshop on data engineering …, 2008 | 123 | 2008 |
| An evaluation of data stream clustering algorithms S Mansalis, E Ntoutsi, N Pelekis, Y Theodoridis Statistical Analysis and Data Mining: The ASA Data Science Journal 11 (4 …, 2018 | 105 | 2018 |
| Dealing with bias via data augmentation in supervised learning scenarios V Iosifidis, E Ntoutsi Jo Bates Paul D. Clough Robert Jäschke 24 (11), 2018 | 105 | 2018 |
| FAE: A fairness-aware ensemble framework V Iosifidis, B Fetahu, E Ntoutsi 2019 IEEE International Conference on Big Data (Big Data), 1375-1380, 2019 | 96 | 2019 |
| A unified and flexible framework for comparing simple and complex patterns I Bartolini, P Ciaccia, I Ntoutsi, M Patella, Y Theodoridis European Conference on Principles of Data Mining and Knowledge Discovery …, 2004 | 60 | 2004 |
| Tweetskb: A public and large-scale rdf corpus of annotated tweets P Fafalios, V Iosifidis, E Ntoutsi, S Dietze European Semantic Web Conference, 177-190, 2018 | 57 | 2018 |
| grecs: A group recommendation system based on user clustering E Ntoutsi, K Stefanidis, K Norvag, HP Kriegel Database Systems for Advanced Applications, 299-303, 2012 | 53 | 2012 |
| " Strength Lies in Differences" Diversifying Friends for Recommendations through Subspace Clustering E Ntoutsi, K Stefanidis, K Rausch, HP Kriegel Proceedings of the 23rd ACM International Conference on Conference on …, 2014 | 50 | 2014 |
| Large scale sentiment learning with limited labels V Iosifidis, E Ntoutsi Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 48 | 2017 |
| Fairness-enhancing interventions in stream classification V Iosifidis, TNH Tran, E Ntoutsi International conference on database and expert systems applications, 261-276, 2019 | 46 | 2019 |
| Density based subspace clustering over dynamic data HP Kriegel, P Kröger, E Ntoutsi, A Zimek Scientific and Statistical Database Management, 387-404, 2011 | 44 | 2011 |
Yannis TheodoridisProfessor of Data Science, University of Piraeus, GreeceVerified email at unipi.gr
