| Équipes actuelles : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Ancienne équipe : | Phare |
| Publications LFI | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | Total |
|---|---|---|---|---|---|---|---|---|
| Livres | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 3 |
| Éditions de livres | 0 | 3 | 0 | 3 | 0 | 0 | 0 | 6 |
| Articles de revues | 3 | 3 | 5 | 3 | 7 | 5 | 0 | 26 |
| Chapitres de livres | 3 | 1 | 0 | 3 | 1 | 1 | 0 | 9 |
| Conférences | 14 | 15 | 12 | 5 | 17 | 35 | 6 | 104 |
| Habilitations | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Thèses | 5 | 3 | 1 | 2 | 0 | 1 | 0 | 12 |
- V. Ballet, †. Xavier, J. Aigrain, Th. Laugel, P. Frossard, M. Detyniecki : “Imperceptible Adversarial Attacks on Tabular Data”, NeurIPS 2019 Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness and Privacy (Robust AI in FS 2019), Vancouver, Canada [Ballet 2019]
- G. Coletti, B. Bouchon‑Meunier : “Fuzzy Similarity Measures and Measurement Theory”, IEEE International Conference on Fuzzy Systems 2019 (FUZZ-IEEE 2019), New Orleans, United States [Coletti 2019b]
- I. Doboszewski, S. Fossier, Ch. Marsala : “Data Driven Detection of Railway Point Machines Failures”, IEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence in Vehicles and Transportation Systems (CIVTS), Xiamen, China, pp. 1233-1240 [Doboszewski 2019]
- A. Hufschmitt, J.‑N. Vittaut, N. Jouandeau : “Exploiting Game Decompositions in Monte Carlo Tree Search”, Proceedings of the 16th Advances in Computer Games Conference (ACG’19), Macao, China [Hufschmitt 2019]
- Th. Laugel, M.‑J. Lesot, Ch. Marsala, M. Detyniecki : “Issues with post-hoc counterfactual explanations: a discussion”, ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, United States [Laugel 2019a]
- Th. Laugel, M.‑J. Lesot, Ch. Marsala, X. Renard, M. Detyniecki : “The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations”, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI-19}, Macao, Macao, pp. 2801-2807, (International Joint Conferences on Artificial Intelligence Organization) [Laugel 2019b]
- Th. Laugel, M.‑J. Lesot, Ch. Marsala, X. Renard, M. Detyniecki : “Unjustified Classification Regions and Counterfactual Explanations In Machine Learning”, Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2019. Lecture Notes in Computer Science, vol 11907, vol. 11907 (II), Lecture Notes in Computer Science, Würzburg, Germany, pp. 37-54 [Laugel 2019c]
- M. Lenart, A. Bielecki, M.‑J. Lesot, T. Petrisor, A. Revault D'Allonnes : “Trust Dynamics: A Case-study on Railway Sensors”, SENSORNETS 2019 - 8th International Conference on Sensor Networks, Prague, Czechia [Lenart 2019]
- D. Machanje, J. Orero, Ch. Marsala : “Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based Approach”, IEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence for Engineering Solutions (CIES), Xiamen, China [Machanje 2019]
- Ch. Marsala, B. Bouchon‑Meunier : “Entropies et ensembles flous intuitionnistes”, LFA 2019 - Rencontres francophones sur la Logique Floue et ses Applications, Alès, France, pp. 143-148, (Cépaduès) [Marsala 2019]
- A. Revault D'Allonnes, M.‑J. Lesot : “Study of an Abating Aggregation Operator in Many-Valued Logic”, The 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019), New Orleans, United States [Revault D'Allonnes 2019]
- G. Smits, P. Nerzic, M.‑J. Lesot, O. Pivert : “FRELS: Fast and Reliable Estimated Linguistic Summaries”, IEEE International Conference on Fuzzy Systems, New-Orleans, United States [Smits 2019]