| The dangers of post-hoc interpretability: Unjustified counterfactual explanations T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki arXiv preprint arXiv:1907.09294, 2019 | 250 | 2019 |
| Comparison-based inverse classification for interpretability in machine learning T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki Information Processing and Management of Uncertainty in Knowledge-Based …, 2018 | 139 | 2018 |
| Inverse classification for comparison-based interpretability in machine learning T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki arXiv preprint arXiv:1712.08443, 2017 | 124 | 2017 |
| Defining locality for surrogates in post-hoc interpretablity T Laugel, X Renard, MJ Lesot, C Marsala, M Detyniecki arXiv preprint arXiv:1806.07498, 2018 | 120 | 2018 |
| Interpolative reasoning based on graduality B Bouchon-Meunier, C Marsala, M Rifqi Ninth IEEE International Conference on Fuzzy Systems. FUZZ-IEEE 2000 (Cat …, 2000 | 108 | 2000 |
| Logique floue: principes, aide à la décision B Bouchon-Meunier, C Marsala Hermes-Lavoisier, 2003 | 104 | 2003 |
| Independence and possibilistic conditioning B Bouchon-Meunier, G Coletti, C Marsala Annals of Mathematics and Artificial Intelligence 35, 107-123, 2002 | 96 | 2002 |
| Apprentissage inductif en présence de données imprécises: construction et utilisation d'arbres de décision flous C Marsala Paris 6, 1998 | 84 | 1998 |
| An adaptable system to construct fuzzy decision trees C Marsala, B Bouchon-Meunier 18th International Conference of the North American Fuzzy Information …, 1999 | 66 | 1999 |
| Fuzzy partitioning using mathematical morphology in a learning scheme C Marsala, B Bouchon-Meunier Proceedings of IEEE 5th International Fuzzy Systems 2, 1512-1517, 1996 | 64 | 1996 |
| Issues with post-hoc counterfactual explanations: a discussion T Laugel, MJ Lesot, C Marsala, M Detyniecki arXiv preprint arXiv:1906.04774, 2019 | 62 | 2019 |
| Compositional rule of inference as an analogical scheme B Bouchon-Meunier, R Mesiar, C Marsala, M Rifqi Fuzzy sets and Systems 138 (1), 53-65, 2003 | 56 | 2003 |
| Patients’ perception of asthma severity A Lurie, C Marsala, S Hartley, B Bouchon-Meunier, D Dusser Respiratory medicine 101 (10), 2145-2152, 2007 | 54 | 2007 |
| Learning from imperfect data B Bouchon-Meunier, C Marsala, M Ramdani Fuzzy set methods in information engineering: a guided tour of applications, 1997 | 53 | 1997 |
| Several forms of fuzzy analogical reasoning B Bouchon-Meunier, J Delechamp, C Marsala, M Rifqi Proceedings of 6th International Fuzzy Systems Conference 1, 45-50, 1997 | 52 | 1997 |
| Physiological-based emotion detection and recognition in a video game context W Yang, M Rifqi, C Marsala, A Pinna 2018 International joint conference on neural networks (IJCNN), 1-8, 2018 | 44 | 2018 |
| Weather-based solar energy prediction M Detyniecki, C Marsala, A Krishnan, M Siegel 2012 IEEE International Conference on Fuzzy Systems, 1-7, 2012 | 38 | 2012 |
| Rank discrimination measures for enforcing monotonicity in decision tree induction C Marsala, D Petturiti Information Sciences 291, 143-171, 2015 | 37 | 2015 |
| Fuzzy decision tree for user modeling from human-computer interactions M Damez, TH Dang, C Marsala, B Bouchon-Meunier Proceedings of the 5th International Conference on Human System Learning …, 2005 | 35 | 2005 |
| Learning fuzzy decision rules B Bouchon-Meunier, C Marsala Fuzzy sets in approximate reasoning and information systems, 279-304, 1999 | 34 | 1999 |
