| Current teams : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Former teams : | ACASA AnimatLab MALIRE MLIA Phare REGAL SALSA SPI SPIRAL Whisper |
| Former research topics : | ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF |
- MUNRO Yann :
“Abstract argumentation and actual causality for the generation of explanations in the context of human-agent interaction”,
supervision Isabelle BLOCH,
phd defence 12/10/2024. - JEYASOTHY Adulam : “Interprétabilité des modèles en apprentissage automatique”,
supervision Marie-Jeanne LESOT, Christophe MARSALA,
phd defence 02/20/2024.
- BOVE Clara : “Design and evaluation of explanation user interfaces for complex machine-learning systems”, supervision Marie-Jeanne LESOT, phd defence 09/15/2023.
- PANTIN Jérémie : “Detection and semantic characterisation of textual outliers”,
supervision Christophe MARSALA,
phd defence 09/11/2023.
- FACI Adam : “Representation, simulation and exploitation of knowledge in the conceptual graphs formalism”,
supervision Marie-jeanne LESOT,
phd defence 04/13/2022.
- LENART Marcin : “Sensor Information Scoring for Decision-Aid Systems in Railway Domain”, supervision Marie-Jeanne LESOT, Andrzej BIELECKI, phd defence 10/02/2020.
- LAUGEL Thibault : “Local Post-hoc Interpretability for Black-box Classifiers”,
supervision Christophe MARSALA, Marie-Jeanne LESOT,
phd defence 07/03/2020.
- GUILLON Arthur : “Regularization operators for fuzzy subspace clustering”,
supervision Christophe MARSALA,
phd defence 03/01/2019.
- MEUNIER François : “Knowledge extraction from complex 3D structures”,
supervision Christophe MARSALA,
phd defence 12/13/2018.
- LAGHMARI Khalil : “Multi-class classification in big data ”,
supervision Christophe MARSALA,
phd defence 03/23/2018.
- YANG Wenlu : “Towards user-independent emotion recognition and implementation on hardware”, supervision Christophe MARSALA, phd defence 02/27/2018.
- CANU Maël : “Vertex-oriented community detection for mobile opportunistic networks”,
supervision Marie-Jeanne LESOT,
phd defence 12/20/2017.
- LOEFFEL Pierre-Xavier : “Adaptive machine learning algorithms for data streams subject to concept drifts”,
supervision Christophe MARSALA,
phd defence 12/04/2017.
- LEGASTELOIS Bénédicte : “Modal logic weighted extensions for a graded belief framework”,
supervision Marie-Jeanne LESOT,
phd defence 11/30/2017.
- LEFORT Sébastien : “«How much is ‘about’?» Modélisation computationnelle de l’interprétation cognitive des expressions numériques approximatives”,
supervision Marie-Jeanne LESOT,
phd defence 09/19/2017.
- RENARD Xavier : “Dynamic knowledge extraction from complex temporal data”,
supervision Marcin DETYNIECKI,
phd defence 09/15/2017.
- AIGRAIN Jonathan : “Multimodal detection of stress: evaluation of the impact of several assessment strategies”,
supervision Séverine DUBUISSON,
phd defence 12/05/2016.
- MOYSE Gilles : “Linguistic summaries of numerical data : interpretability and series periodicity”,
supervision Marie-Jeanne LESOT,
phd defence 07/19/2016.
- KUOMAN MAMANI Christian : “Diversity by Clustering in Image Retrieval: Experimental Study”,
supervision Marcin DETYNIECKI,
phd defence 08/31/2015.
- XU Wenyi : “Modeling and exploiting the knowledge base of Web of Things”,
supervision Christophe MARSALA,
phd defence 01/16/2015.
- OUDNI Amal : “Data mining based on gradual itemsets extraction : contextualization and enrichment?”,
supervision Marie-Jeanne LESOT,
phd defence 07/09/2014.
- DZOGANG Fabon : “Representation and learning for both emotional and dynamic information from texts.”,
supervision Maria RIFQI,
phd defence 07/18/2013.