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.

Publications de l'équipe CID sur HAL

Contact

CID team leader
Yves Grandvalet
Phone : 03 44 23 49 28

Deputy team leader
Dominique Lenne
Phone : 03 44 23 44 47 | Contact by email

To learn more