Hoel Le Capitaine

48
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Liste de publications

Publications

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Publications

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Precedability Prediction Between Open Educational Resources

Aymen Bazouzi , Hoël Le Capitaine , Zoltan Miklos , Mickaël Foursov

International Conference on Information Technology for Social Good (GoodIT ’24), Sep 2024, Bremen, Germany. ⟨10.1145/3677525.3678686⟩

Communication dans un congrès hal-04654407v1
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Comparing Neural Network and Linear Models in Economic MPC: Insights from BOPTEST for Building Temperature Control

Francois Gauthier-Clerc , Hoel Le Capitaine , Fabien Claveau , Philippe Chevrel

ECC 2024: European Control Conference, EUCA, Jun 2024, Stockholm, Sweden. ⟨10.23919/ECC64448.2024.10590813⟩

Communication dans un congrès hal-04550997v1
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ConstrucTED : Constructing Tailored Educational Datasets From Online Courses

Aymen Bazouzi , Zoltan Miklos , Mickaël Foursov , Hoël Le Capitaine

16th International Conference on Computer Supported Education (CSEDU), May 2024, Angers, France. pp.645-652, ⟨10.5220/0012745000003693⟩

Communication dans un congrès hal-04510615v1
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Operating data of a specific Aquatic Center as a Benchmark for dynamic model learning: search for a valid prediction model over an 8-hour horizon

Francois Gauthier-Clerc , Hoel Le Capitaine , Fabien Claveau , Philippe Chevrel

ECC 2023: European Control Conference, EUCA, Jun 2023, Bucharest, Romania. ⟨10.23919/ECC57647.2023.10178287⟩

Communication dans un congrès hal-04086508v1
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EMBEDD-ER : EMBEDDing Educational Resources Using Linked Open Data

Aymen Bazouzi , Mickaël Foursov , Hoël Le Capitaine , Zoltan Miklos

15th International Conference on Computer Supported Education (CSEDU), Apr 2023, Prague, Czech Republic. pp.439-446, ⟨10.5220/0012045300003470⟩

Communication dans un congrès hal-04037990v2
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A Hybrid Linear-Nonlinear ARX Model for reliable Multi-Step Prediction: application to SwPool Benchmark

Francois Gauthier-Clerc , Hoel Le Capitaine , Fabien Claveau , Philippe Chevrel

Conference on Decision and Control, IEEE, Dec 2023, Singapore, Singapore. ⟨10.1109/CDC49753.2023.10383731⟩

Communication dans un congrès hal-04213807v1
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Explaining autoencoders with local impact scores

Clément Picard , Hoel Le Capitaine

Workshop on Trustworthy Artificial Intelligence as a part of the ECML/PKDD 22 program, IRT SystemX [IRT SystemX], Sep 2022, Grenoble, France, France

Communication dans un congrès hal-03773427v1
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What should I learn next? Ranking Educational Resources

Victor Connes , Colin de La Higuera , Hoel Le Capitaine

2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), Jul 2021, Madrid, Spain. pp.109-114, ⟨10.1109/COMPSAC51774.2021.00026⟩

Communication dans un congrès hal-03434191v1
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Using Grammatical Inference to Build Privacy Preserving Data-sets of User Logs

Victor Connes , Colin de La Higuera , Hoel Le Capitaine

International Conference on Grammatical Inference, Aug 2021, Nantes, France

Communication dans un congrès hal-03434169v1

Metric learning with relational data

Jiajun Pan , Hoel Le Capitaine

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium

Communication dans un congrès hal-02120915v1

Metric learning with sub modular functions

Jiajun Pan , Hoel Le Capitaine

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium

Communication dans un congrès hal-02120910v1
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Relational Constraints for Metric Learning on Relational Data

Jiajun Pan , Hoel Le Capitaine , Philippe Leray

Eighth International Workshop on Statistical Relational AI, IJCAI, Jul 2018, Stockholm, Sweden

Communication dans un congrès hal-02017253v1
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On the equivalence between regularized nmf and similarity-augmented graph partitioning

Anthony Coutant , Hoel Le Capitaine , Philippe Leray

23th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), 2015, Bruges, Belgium

Communication dans un congrès hal-01150691v1

Fair Classification of Personal Data: an Introduction

Hoel Le Capitaine , Marc Gelgon , Guillaume Raschia

Atelier national Protection de la Vie Privée (APVP'2015), Jun 2015, Mosnes, France

Communication dans un congrès hal-01163040v1

Probabilistic Relational Models with Clustering Uncertainty

Anthony Coutant , Leray Philippe , Hoel Le Capitaine

IEEE International Joint Conference on Neural Networks (IJCNN 2015), Jul 2015, Killarney, Ireland

Communication dans un congrès hal-01183563v1

Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization

Anthony Coutant , Leray Philippe , Hoel Le Capitaine

International Florida Artificial Intelligence Research Society (FlAIRS) Conference, May 2014, Pensacola Beach, Floride, United States

Communication dans un congrès hal-01183565v1

Apprentissage de modèles relationnels probabilistes par factorisation non-négative de matrices

Anthony Coutant , Philippe Leray , Hoel Le Capitaine

7èmes journées francophones sur les réseaux bayésiens (JFRB 2014), 2014, Paris, France

Communication dans un congrès hal-01005777v1
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Learning Probabilistic Relational Models using co-clustering methods

Anthony Coutant , Philippe Leray , Hoel Le Capitaine

Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) ICML Workshop, 2013, Atlanta, United States

Communication dans un congrès hal-00819031v1
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Geodesic interactive segmentation in the color monogenic signal framework

Guillaume Demarcq , Hoel Le Capitaine , Michel Berthier

IEEE Int. Conf. on Image Processing, Sep 2012, Orlando, United States. pp.1573 - 1576

Communication dans un congrès hal-00732832v1
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Set-Valued Bayesian Inference with Probabilistic Equivalence

Hoel Le Capitaine

Int. Conf. on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.1-4

Communication dans un congrès hal-00732834v1
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Online Equivalence Learning Through A Quasi-Newton Method

Hoel Le Capitaine

IEEE Int. Conf. on Fuzzy Systems, Jun 2012, Brisbane, Australia. pp.1-8

Communication dans un congrès hal-00685467v1
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A fast fuzzy c-means algorithm for color image segmentation

Hoel Le Capitaine , Carl Frélicot

EUSFLAT'2011, Jul 2011, France. pp.1074-1081

Communication dans un congrès hal-00738414v1
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On Selecting an Optimal Number of Clusters for Color Image Segmentation

Hoel Le Capitaine , Carl Frelicot

Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turkey. pp.3388--3391

Communication dans un congrès hal-00565945v1
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On normalizing fuzzy coincidence matrices to compare fuzzy and/or possibilistic partitions with the Rand index

Romain Quéré , Hoel Le Capitaine , Noel Fraisseix , Carl Frélicot

IEEE Int. Conf. on Data Mining, ICDM 2010, 2010, Australia. pp.977-982

Communication dans un congrès hal-00738530v1
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An Optimum Class-Rejective Decision Rule and Its Evaluation

Hoel Le Capitaine , Carl Frelicot

Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turkey. pp.3312--3315

Communication dans un congrès hal-00565943v1
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On (Weighted) k-Order Fuzzy Connectives

Hoel Le Capitaine , Carl Frélicot

IEEE Int. Conf. on Fuzzy Systems, 2010, Spain. pp.1-8

Communication dans un congrès hal-00745292v1
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Towards a unified logical framework of fuzzy implications to compare fuzzy sets

Hoel Le Capitaine , Carl Frelicot

International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal. pp.1200--1205

Communication dans un congrès hal-00441429v1
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A Fuzzy Modeling Approach to Cluster Validity

Hoel Le Capitaine , Carl Frelicot

18th International Conference on Fuzzy Systems, FUZZIEEE'09, 2009, Jeju Island, South Korea. pp.462--467

Communication dans un congrès hal-00441442v1
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Classification with reject options in a logical framework: a fuzzy residual implication approach

Hoel Le Capitaine , Carl Frelicot

International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal. pp.855--860

Communication dans un congrès hal-00441432v1
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A Class-Selective Rejection Scheme based on Blockwise Similarity of Typicality Degrees

Hoel Le Capitaine , Carl Frelicot

International Conference on Pattern Recognition (ICPR'2008), Dec 2008, Tampa, United States. pp.1--4

Communication dans un congrès hal-00441426v1

A new fuzzy 3-rules pattern classiier with reject options based on aggregation of membership degrees

Hoel Le Capitaine , Carl Frelicot

12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, Jun 2008, Malaga, Spain. pp.473-480

Communication dans un congrès hal-00293806v1
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A family of cluster validity indexes based on a l-order fuzzy OR operator

Hoel Le Capitaine , Carl Frelicot

Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008), 2008, Orlando, United States. pp.612-621

Communication dans un congrès hal-00441427v1
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A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees

Hoel Le Capitaine , Carl Frelicot

12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2008, Malaga, Spain. pp.473-480

Communication dans un congrès hal-00292608v1
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Blockwise similarity in [0,1] via triangular norms and Sugeno integrals -- Application to cluster validity.

Hoel Le Capitaine , Thomas Batard , Carl Frélicot , Michel Berthier

IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2007., Jul 2007, Londres, United Kingdom. pp.835-840

Communication dans un congrès hal-00267631v1
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Mesure de similarité par blocs via les normes triangulaires et l'intégrale de Sugeno - Application à la détection de contours

Hoel Le Capitaine , Thomas Batard , Carl Frelicot , Michel Berthier

Rencontres Francophone sur la Logique Floue et ses Applications, LFA, 2007, Nîmes, France. pp.49-56

Communication dans un congrès hal-00292614v1
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On the reinforcement of uninorms and absorbing norms

Hoel Le Capitaine , Carl Frélicot

[Technical Report] UNIVERSITE NANTES ANGERS LE MANS. 2016

Rapport (rapport technique) hal-01357234v1