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	0	22
Capítulos de livros	4	1	3	1	0	3	12
Artigos de Conferencia	15	21	15	16	11	0	78
Habilitações (Livre Docência)	0	0	0	0	0	0	0
Teses	2	2	5	3	1	0	13

LIP6

• B. Bouchon‑Meunier, Ch. Marsala : “Entropy and Monotonicity”, Information Processing and Management of Uncertainty in Knowledge-Based Systems - IPMU'18, Cadix, Spain [Bouchon-Meunier 2018b]
• O. Chuquimia, A. Pinna, Ch. Marsala, X. Dray, B. Granado : “FPGA-based Real Time Embedded Hough Transform Architecture for circles detection”, DASIP 2018 - Conference on Design and Architectures for Signal and Image Processing, Porto, Portugal [Chuquimia 2018a]
• I. Doboszewski, S. Fossier, Ch. Marsala : “Extraction de connaissances sur les défaillances de compteurs d'essieux”, 18eme Conférence internationale sur l'extraction et la gestion des connaissances (EGC), vol. RNTI-E-34, 18eme Conférence internationale sur l'extraction et la gestion des connaissances (EGC), Paris, France, pp. 311-316 [Doboszewski 2018]
• A. Guillon, M.‑J. Lesot, Ch. Marsala : “Régularisation laplacienne pour le subspace clustering”, Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Arras, France, pp. 69-76, (Cépaduès Editions) [Guillon 2018]
• Th. Laugel, M.‑J. Lesot, Ch. Marsala, X. Renard, M. Detyniecki : “Comparison-based Inverse Classification for Interpretability in Machine Learning”, 17^th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, Cadix, Spain, pp. 100-111, (Springer Verlag) [Laugel 2018a]
• Th. Laugel, X. Renard, M.‑J. Lesot, Ch. Marsala, M. Detyniecki : “Defining Locality for Surrogates in Post-hoc Interpretablity”, Workshop on Human Interpretability for Machine Learning (WHI) - International Conference on Machine Learning (ICML), Stockholm, Sweden [Laugel 2018b]
• M. Lenart, A. Bielecki, M.‑J. Lesot, T. Petrisor, A. Revault d'Allonnes : “Dynamic Trust Scoring of Railway Sensor Information”, ICAISC 2018 - 17^th International Conference on Artificial Intelligence and Soft Computing, vol. 10842, Lecture Notes in Computer Science, Zakopane, Poland, pp. 579-591, (Springer) [Lenart 2018]
• D. Machanje, J. Orero, Ch. Marsala : “A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor”, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. IPMU 2018, vol. 853, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, Cadix, Spain, pp. 762-773, (Springer International Publishing) [Machanje 2018]
• Ch. Marsala, A. Laurent, M.‑J. Lesot, M. Rifqi, A. Castelltort : “Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures”, SUM: Scalable Uncertainty Management, vol. 11142, Lecture Notes in Computer Science, Milan, Italy, pp. 152-163, (Springer) [Marsala 2018a]
• Ch. Marsala, A. Laurent, M.‑J. Lesot, M. Rifqi, A. Castelltort : “OSACA: Découverte d'attributs symboliques ordinaux”, LFA: Logique Floue et ses Application, Arras, France, pp. 43-50, (Cépaduès Editions) [Marsala 2018b]
• F. Meunier, Ch. Marsala, L. Castanie : “Mining 3D-Structures: Subparts Extraction and Transfer Learning”, IEEE International Conference on Systems, Man, and Cybernetics (SMC'2018), Miyazaki, Japan [Meunier 2018b]
• X. Renard, Th. Laugel, M.‑J. Lesot, Ch. Marsala, M. Detyniecki : “Detecting Potential Local Adversarial Examples for Human-Interpretable Defense”, Workshop on Recent Advances in Adversarial Learning (Nemesis) of the European Conference on Machine Learning and Principles of Practice of Knowledge Discovery in Databases (ECML-PKDD), Dublin, Ireland [Renard 2018]
• G. Smits, P. Nerzic, O. Pivert, M.‑J. Lesot : “Efficient Generation of Reliable Estimated Linguistic Summaries”, IEEE International Conference on Fuzzy Systems , Rio de Janeiro, Brazil [Smits 2018a]
• G. Smits, P. Nerzic, O. Pivert, M.‑J. Lesot : “Génération efficace de résumés linguistiques estimés”, LFA 2018 - 27èmes rencontres francophones sur la logique floue et ses applications, Arras, France, (Cépaduès) [Smits 2018b]
• W. Yang, M. Rifqi, Ch. Marsala, A. Pinna : “Physiological-Based Emotion Detection and Recognition in a Video Game Context”, IEEE International Joint Conference on Neural Networks (IJCNN), Rio, Brazil, pp. 194-201 [Yang 2018a]
• W. Yang, M. Rifqi, Ch. Marsala, A. Pinna : “Towards Better Understanding of Player's Game Experience”, ICMR '18 - ACM International Conference on Multimedia Retrieval, Yokohama, Japan, pp. 442-449, (ACM Press) [Yang 2018b]