CID team (Knowledge, Uncertainty, Data)
CID’s research area is Artificial Intelligence. Research concerns statistical learning, managing uncertainty, and knowledge engineering with its applications in knowledge capitalization, recommender systems, and the scripting of virtual environments.
Knowledge Processing and Data Processing
This research topic covers upstream aspects of the processing of knowledge and data. We develop formalisms, models and algorithms for manipulating symbolic knowledge and numerical data, using different types of logic (propositional, descriptive, modal, etc.) and statistics.
- Knowledge modelling for capitalizing, explaining and reasoning
- Managing uncertainty in the processing of weak data
- Prudent inference
- Interactive learning
- Learning structured data
Personalized Adaptive Systems
This research topic seeks to build a bridge between, on the one hand, work on symbolic knowledge representation and human-system interaction, and on the other, numerical methods for dealing with uncertainty and statistical learning. The objective is to design systems capable of adapting automatically and dynamically both to the humans that use them and to the environment they operate in.
The methods that we develop are tested in collaborative environments for capitalizing knowledge, recommending tourist and cultural circuits, and scripting virtual environments for human learning.
- Dynamic learning of user profiles and preferences
- Adapting system behaviour
Abel Marie-Hélène
Professeur
Tél : 03 44 23 49 50
Mail : marie-helene.abel(at)hds.utc.fr
Bureau : 010
Denoeux Thierry
Professeur
Tél : 03 44 23 44 96
Mail : thierry.denoeux(at)hds.utc.fr
Bureau : 236
Fontaine Dominique
Maître de Conférences, membre associé
Tél : 03 44 23 44 63
Mail : dominique.fontaine(at)hds.utc.fr
Bureau : 009
Leger Jean-Benoist
Maître de Conférences
Tél : 03 44 23 79 30
Mail : jean-benoist.leger(at)hds.utc.fr
Bureau : 237
Lenne Dominique
Professeur
Tél : 03 44 23 44 47
Mail : dominique.lenne(at)hds.utc.fr
Bureau : 150
Lourdeaux Domitile
Maître de Conférences, HDR
Tél : 03 44 23 79 84
Mail : domitile.lourdeaux(at)hds.utc.fr
Bureau : 014
Masson Mylène
Maître de Conférences, HDR
Tél : 03 44 23 44 35
Mail : mylene.masson(at)hds.utc.fr
Bureau : 222
Morizet-Mahoudeaux Pierre
Professeur
Tél : 03 44 23 43 09
Mail : pierre.morizet-mahoudeaux(at)hds.utc.fr
Bureau : 228
Moulin Claude
Maître de Conférences
Tél : 03 44 23 44 85
Mail : claude.moulin(at)hds.utc.fr
Bureau : 009
Quost Benjamin
Maître de Conférences
Tél : 03 44 23 49 68
Mail : benjamin.quost(at)hds.utc.fr
Bureau : 206
Rousseau Sylvain
Maître de Conférences
Tél : 03 44 23 46 99
Mail : sylvain.rousseau(at)hds.utc.fr
Bureau : 226
Trigano Philippe
Professeur
Tél : 03 44 23 45 02
Mail : philippe.trigano(at)hds.utc.fr
Bureau : 149
Destercke Sébastien
Chargé de recherche CNRS, HDR
Tél : 03 44 23 79 85
Mail : sebastien.destercke(at)hds.utc.fr
Bureau : 206
Grandvalet Yves
Directeur de Recherche CNRS
Tél : 03 44 23 49 28
Mail : yves.grandvalet(at)hds.utc.fr
Bureau : 219
Barthès Jean-Paul
Professeur émérite
Tél : 03 44 23 44 66
Mail : jean-paul.barthes(at)hds.utc.fr
Bureau : 223
Govaert Gérard
Professeur émérite
Tél : 03 44 23 44 86
Mail : gerard.govaert(at)hds.utc.fr
Bureau : 239
Benabbou Azzeddine
Doctorant
Tél : 03 44 23 46 99
Mail : azzeddine.benabbou(at)hds.utc.fr
Bureau : 011
Carranza Alarcon Yonatan Carlos
Doctorant
Tél : 03 44 23 46 99
Mail : yonatan-carlos.carranza-alarcon(at)hds.utc.fr
Bureau : 207
Huguet Lauriane
Doctorant
Tél : 03 44 23 46 99
Mail : lauriane.huguet(at)hds.utc.fr
Bureau : 011
Lacaze-Labadie Remi
Doctorant
Tél : 03 44 23 46 99
Mail : remi.lacaze-labadie(at)hds.utc.fr
Bureau : 011
Li Siying
Doctorante
Tél : 03 44 23 46 99
Mail : siying.li(at)hds.utc.fr
Bureau : 136
Li Xuhong
Doctorant
Tél : 03 44 23 46 99
Mail : xuhong.li(at)hds.utc.fr
Bureau : 144
Loukkal Abdelhak
Doctorant
Tél : 03 44 23 42 02
Mail : abdelhak.loukkal(at)hds.utc.fr
Bureau : 104
Nguyen Linh
Doctorant
Tél : 03 44 23 46 99
Mail : linh.nguyen(at)hds.utc.fr
Bureau : 207
Sylla Yaya
Doctorant
Mail : yaya.sylla(at)hds.utc.fr
Wanderley Gregory
Doctorant
Tél : 03 44 23 46 99
Mail : gregory.wanderley(at)hds.utc.fr
Bureau : 136
YANG Lingxue
Doctorant
Mail : lingxue.yang(at)hds.utc.fr
Bureau : GM - CPG
Kamdem Simo Freddy
Doctorant - ATER
Tél : 03 44 23 46 99
Mail : freddy.kamdem-simo(at)utc.fr
Bureau : 106
Significant publications
2018
Denoeux, T. and Li, S.
Frequency-Calibrated Belief Functions: Review and New Insights.
International Journal of Approximate Reasoning, vol. 92, pp. 232-254, 2018.
Quost, B. and Destercke, S.
Classification by pairwise coupling of imprecise probabilities.
Pattern Recognition, vol. 77, pp. 412-425, 2018.
Yang, L. and Morizet-Mahoudeaux, P. and Guénand, A. and Mouloudi, A.
A design framework for instrumenting analytic provenance for problem-solving tasks.
7th International Conference on Kansei Engineering & Emotion Research 2018, 19-22, Kuching, Sarawak, Malaysia, March 2018.
2017
Bécu, J.M. and Grandvalet, Y. and Ambroise, C. and Dalmasso. C.
Beyond support in two-stage variable selection.
Statistics and Computing, vol. 27, Issue 1, pp. 169-179, 2017.
Benabbou, A., Lourdeaux, D., Lenne, D.
Generation of dilemmas using Knowledge Models.
29th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2017), Boston, United States, 6-8 November, 2017.
Yang, G. and Destercke, S. and Masson, M.-H.
The Costs of Indeterminacy: How to Determine Them?
IEEE Transactions on Cybernetics, vol. 47, issue 12, pp. 4316-4327, 2017.
2016
Callebert, L., Lourdeaux, D., Barthès, J.P.
Trust-Based Decision-Making System for Action Selection by Autonomous Agents.
20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016). pp. 4-9. Nanjing, China, 2016.
Denoeux, T. and Sriboonchitta, S. and Kanjanatarakul, O.
Evidential clustering of large dissimilarity data.
Knowledge-Based Systems, vol. 106, pp. 179-195, 2016.
García-Durán, A. and Bordes, A. and Usunier, N. and Grandvalet, Y.
Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases.
Journal of Artificial Intelligence Research, vol. 55, Issue 1, pp.715-742, 2016.
Moulin, C. and Kaeri, Y. and Sugawara, K. and Abel M.-H.
Capitalization of Remote Collaborative Brainstorming Activities.
Computer Standards & Interfaces, Special Issue on Information System in Distributed Environment, 48 (C), pp.217-224, 2016.
Quost, B. and Denoeux, T.
Clustering and classification of fuzzy data using the fuzzy EM algorithm.
Fuzzy Sets and Systems, vol. 286, pp. 134-156, 2016.
2015
Destercke, S. and Masson, M.-H. and Poss, M.
Cautious label ranking with label-wise decomposition.
European Journal of Operational Research, volume 246, issue 3, pp. 927-935, 2015.
Contact
CID team leader
Yves Grandvalet
Phone : 03 44 23 49 28
Deputy team leader
Dominique Lenne
Phone : 03 44 23 44 47
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Contact by email
