Equipes atuais :	ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MLIA MOCAH MoVe NPA PEQUAN Phare PolSys QI RO SMA SYEL Whisper
Antigos grupos :	AnimatLab MALIRE REGAL SALSA SPI SPIRAL
Antigos tópicos de pesquisa :	ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF

Publicações LFI	2015	2016	2017	2018	2019	2020	Total
Livros	0	0	0	0	0	0	0
Livros Editados	0	2	0	3	0	0	5
Jornais	5	6	3	3	5	1	23
Capítulos de livros	4	1	3	1	0	3	12
Artigos de Conferencia	15	22	15	19	12	1	84
Habilitações (Livre Docência)	0	0	0	0	0	0	0
Teses	2	2	5	3	1	0	13

LIP6

• 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]
• 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”, ECML-PKDD, Würzburg, Germany [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 - 8^th 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]
• M. Sammarco, M. Campista, M. Detyniecki, T. Razafindralambo, M. Dias De Amorim : “Unsupervised Detection of Adversarial Collaboration in Data-Driven Networking”, NoF 2019 – 10^th International Conference on Networks of the Future, Rome, Italy [Sammarco 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]