Constraint acquisition C Bessiere, F Koriche, N Lazaar, B O'Sullivan Artificial Intelligence 244, 315-342, 2017 | 133 | 2017 |
A SAT-based version space algorithm for acquiring constraint satisfaction problems C Bessiere, R Coletta, F Koriche, B O’Sullivan Machine Learning: ECML 2005: 16th European Conference on Machine Learning …, 2005 | 102 | 2005 |
Learning conditional preference networks F Koriche, B Zanuttini Artificial intelligence 174 (11), 685-703, 2010 | 98 | 2010 |
On tractable XAI queries based on compiled representations G Audemard, F Koriche, P Marquis 17th International Conference on Principles of Knowledge Representation and …, 2020 | 93 | 2020 |
Learning ordinal preferences on multiattribute domains: The case of CP-nets Y Chevaleyre, F Koriche, J Lang, J Mengin, B Zanuttini Preference learning, 273-296, 2010 | 61 | 2010 |
On the computational intelligibility of boolean classifiers G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis arXiv preprint arXiv:2104.06172, 2021 | 59 | 2021 |
Knowledge Compilation for Model Counting: Affine Decision Trees. F Koriche, JM Lagniez, P Marquis, S Thomas IJCAI, 947-953, 2013 | 48 | 2013 |
Learning conditional preference networks with queries F Koriche, B Zanuttini Proc. 21th International Joint Conference Artificial Intelligence (IJCAI2009 …, 2009 | 45 | 2009 |
On the explanatory power of Boolean decision trees G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis Data & Knowledge Engineering 142, 102088, 2022 | 38 | 2022 |
Trading complexity for sparsity in random forest explanations G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5461-5469, 2022 | 38 | 2022 |
Acquiring constraint networks using a SAT-based version space algorithm C Bessiere, R Coletta, F Koriche, B O'Sullivan Proceedings of the National Conference on Artificial Intelligence 21 (2), 1565, 2006 | 36 | 2006 |
On preferred abductive explanations for decision trees and random forests G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis Thirty-First International Joint Conference on Artificial Intelligence …, 2022 | 31 | 2022 |
Learning variable ordering heuristics with multi-armed bandits and restarts H Wattez, F Koriche, C Lecoutre, A Paparrizou, S Tabary ECAI 2020, 371-378, 2020 | 28 | 2020 |
General game playing with stochastic CSP F Koriche, S Lagrue, É Piette, S Tabary Constraints 21 (1), 95-114, 2016 | 19 | 2016 |
Approximate reasoning about combined knowledge F Koriche International Workshop on Agent Theories, Architectures, and Languages, 259-273, 1997 | 19 | 1997 |
Compiling constraint networks into multivalued decomposable decision graphs F Koriche, JM Lagniez, P Marquis, S Thomas Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 17 | 2015 |
An improved CNF encoding scheme for probabilistic inference A Bart, F Koriche, JM Lagniez, P Marquis ECAI 2016, 613-621, 2016 | 15 | 2016 |
Tracking sparse linear classifiers T Zhai, F Koriche, H Wang, Y Gao IEEE transactions on neural networks and learning systems 30 (7), 2079-2092, 2018 | 14 | 2018 |
Constraint-Based Symmetry Detection in General Game Playing. F Koriche, S Lagrue, É Piette, S Tabary IJCAI, 280-287, 2017 | 14 | 2017 |
Symmetry-driven decision diagrams for knowledge compilation A Bart, F Koriche, JM Lagniez, P Marquis ECAI 2014, 51-56, 2014 | 12 | 2014 |