Hoel Le Capitaine

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hoel-le-capitaine

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144567695

Présentation

Liste de publications

Publications

Article dans une revue (8)

Metric learning with multi-relational data Jiajun Pan,Hoel Le Capitaine International journal of machine learning and cybernetics, 2024, ⟨10.1007/s13042-024-02430-x⟩ Article dans une revue hal-04816901v1
Metric Learning with Submodular Functions Jiajun Pan,Hoel Le Capitaine Neurocomputing, In press, ⟨10.1016/j.neucom.2019.11.110⟩ Article dans une revue hal-02436643v1
Constraint selection in metric learning Hoel Le Capitaine Knowledge-Based Systems, 2018, ⟨10.1016/j.knosys.2018.01.026⟩ Article dans une revue hal-01716067v1
A unified view of class-selection with probabilistic classifiers Hoel Le Capitaine Pattern Recognition, 2014 Article dans une revue hal-00858420v1
Block similarity in fuzzy tuples Carl Frelicot,Hoel Le Capitaine Fuzzy Sets and Systems, 2013, 220, pp.53-68 Article dans une revue hal-00732835v1
A relevance-based learning model of fuzzy similarity measures Hoel Le Capitaine IEEE Transactions on Fuzzy Systems, 2012, 20 (1), pp.57-68 Article dans une revue hal-00627673v1
A family of measures for best top-n class-selective decision rules Hoel Le Capitaine,Carl Frelicot Pattern Recognition, 2012, 45 (1), pp.552-562 Article dans une revue hal-00632970v1
A Cluster-Validity Index Combining an Overlap Measure and a Separation Measure Based on Fuzzy-Aggregation Operators Hoel Le Capitaine,Carl Frélicot IEEE Transactions on Fuzzy Systems, 2011, 19 (3), pp.580-588 Article dans une revue hal-00646143v1

Communication dans un congrès (35)

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

Poster de conférence (1)

Knowledge In Medical Imaging (KIMI) Cédric Dumas,Fabien Picarougne,Hoel Le Capitaine,Emmanuel Codron Journée IHM & Santé, May 2019, Metz, France. Poster de conférence hal-02262429v1

Pré-publication, Document de travail (1)

Prediction Fairness with respect to Sensitive Networks Sajda Orellana,François Queyroi,Hoel Le Capitaine 2025 Pré-publication, Document de travail hal-05400995v1

Rapport (1)

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

Thèse (1)

Opérateurs d'agrégation pour la mesure de similarité. Application à l'ambiguïté en reconnaissance de formes. Hoel Le Capitaine Traitement du signal et de l'image [eess.SP]. Université de La Rochelle, 2009. Français. ⟨NNT : ⟩ Thèse tel-00438516v1

HDR (1)

Apprentissage de comparaison et représentation d’objets complexes Hoel Le Capitaine Informatique [cs]. Nantes Université, 2024 HDR tel-04859155v2