| Current teams : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN Phare PolSys QI RO SMA SYEL |
| Former team : | MLIA |
| Publications LFI | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | Total |
|---|---|---|---|---|---|---|---|
| Books | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| Edited books | 0 | 3 | 0 | 3 | 1 | 0 | 7 |
| Journal articles | 3 | 3 | 5 | 3 | 6 | 3 | 23 |
| Book chapters | 3 | 1 | 0 | 3 | 1 | 1 | 9 |
| Conference papers | 14 | 15 | 12 | 5 | 16 | 21 | 83 |
| Habilitations | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Theses | 5 | 3 | 1 | 2 | 0 | 1 | 12 |
- F. Badra, M.‑J. Lesot : “CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Prediction”, ICCBR Analogies’22: Workshop on Analogies: from Theory to Applications at ICCBR-2022, Nancy, France [Badra 2022]
- S. Blusseau, S. Velasco‑Forero, J. Angulo, I. Bloch : “Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing”, DGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Strasbourg, France [Blusseau 2022b]
- J. Chopin, J.‑B. Fasquel, H. Mouchère, R. Dahyot, I. Bloch : “Improving semantic segmentation with graph-based structural knowledge”, International Conference on Pattern Recognition and Artificial Intelligence, Paris, France [Chopin 2022a]
- J. Chopin, J.‑B. Fasquel, H. Mouchère, R. Dahyot, I. Bloch : “QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis”, International Conference on Pattern Recognition and Artificial Intelligence, vol. 13363, Lecture Notes in Computer Science, Paris, France, pp. 47-58, (Springer) [Chopin 2022b]
- C. Del cistia Gallimard, F. Beroul, J. Denoulet, K. Nikolajevic, A. Pinna, B. Granado, Ch. Marsala : “Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads”, IEEE World Congress on Computational Intelligence, Padua, Italy [Del cistia Gallimard 2022]
- A. Jeyasothy, Th. Laugel, M.‑J. Lesot, Ch. Marsala, M. Detyniecki : “Integrating Prior Knowledge in Post-hoc Explanations”, Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), vol. 1602, Communications in Computer and Information Science, Milan, Italy, pp. 707–719, (Springer) [Jeyasothy 2022]
- R. Kips, P.‑A. Bokaris, M. Perrot, P. Gori, I. Bloch : “Hair Color Digitization through Imaging and Deep Inverse Graphics”, Electronic Imaging (EI), Virtual, France [Kips 2022]
- P. Lascabettes, C. Agon, M. Andreatta, I. Bloch : “Computational Analysis of Musical Structures based on Morphological Filters”, MCM 2022 - 8th International Conference Mathematics and Computation in Music, Atlanta, United States [Lascabettes 2022]
- M. Maillard, A. François, J. Glaunès, I. Bloch, P. Gori : “A Deep Residual Learning Implementation of Metamorphosis”, IEEE ISBI 2022, Kolkata, India [Maillard 2022]
- Ch. Marsala : “Attribute Ranking with Bipolar Information”, Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), Milan, Italy [Marsala 2022a]
- Ch. Marsala, B. Bouchon‑Meunier : “Explainable Fuzzy Interpolative Reasoning”, IEEE World Congress on Computational Intelligence, Padova, Italy [Marsala 2022b]
- Y. Munro, I. Bloch, M. Chetouani, M.‑J. Lesot, C. Pelachaud : “Argumentation and Causal Models in Human-Machine Interaction: A Round Trip”, 8th International Workshop on Artificial Intelligence and Cognition, Ă–rebro, Sweden [Munro 2022a]
- Y. Munro, I. Bloch, M. Chetouani, M.‑J. Lesot, C. Pelachaud : “De l’équivalence entre les modèles structurels causaux et les systèmes abstraits d’argumentation”, Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Saint-Etienne, France, pp. 123-130, (Association française pour l'intelligence artificielle) [Munro 2022b]
- P. Nerzic, G. Smits, O. Pivert, M.‑J. Lesot : “Exploration de donnĂ©es massives Ă l'aide d'estimations de cardinalitĂ©s”, LFA 2022 - Rencontres francophones sur la logique floue et ses applications, Toulouse, France [Nerzic 2022a]
- P. Nerzic, G. Smits, O. Pivert, M.‑J. Lesot : “Massive Data Exploration using Estimated Cardinalities”, WCCI 2022 - IEEE World Congress on Computational Intelligence, Padoue, Italy [Nerzic 2022b]
- J. Pantin, Ch. Marsala, M.‑J. Lesot : “Analyse de DonnĂ©es Aberrantes pour le Texte: Taxonomie et Étude ExpĂ©rimentale”, Actes de l'atelier sur la fouille de textes - TextMine'22, Blois, France, pp. 15-26 [Pantin 2022]
- M. Riva, P. Gori, F. Yger, I. Bloch : “IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?”, International Conference on Image Processing, Bordeaux, France [Riva 2022]
- C. Ruppli, P. Gori, R. Ardon, I. Bloch : “Optimizing transformations for contrastive learning in a differentiable framework”, Medical Image Learning with Limited & Noisy Data - MILLanD (Workshop MICCAI), Singapore, Singapore [Ruppli 2022]
- G. Smits, M.‑J. Lesot, V. Tchaghe, O. Pivert : “PANDA: Human-in-the-Loop Anomaly Detection and Explanation”, IPMU 2022 - Information Processing and Management of Uncertainty in Knowledge-Based Systems, Milan, Italy [Smits 2022a]
- G. Smits, M.‑J. Lesot, V. Yepmo, O. Pivert : “PANDA : Personnaliser les ANomalies DĂ©tectĂ©es par Apprentissage”, LFA 2022 - Rencontres francophones sur la logique floue et ses applications, Toulouse, France [Smits 2022b]
- R. VĂ©til, A. BĂ´ne, M.‑P. Vullierme, M.‑M. RohĂ©, P. Gori, I. Bloch : “Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors”, IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Kolkata, India [VĂ©til 2022]