Nombre de documents

35

Publications de Hoel Le Capitaine


Liste de publications


Article dans une revue6 documents

  • Hoel Le Capitaine. Constraint selection in metric learning. Knowledge-Based Systems, Elsevier, 2018, 〈10.1016/j.knosys.2018.01.026〉. 〈hal-01716067〉
  • Hoel Le Capitaine. A unified view of class-selection with probabilistic classifiers. Pattern Recognition, Elsevier, 2014. 〈hal-00858420〉
  • Carl Frelicot, Hoel Le Capitaine. Block similarity in fuzzy tuples. Fuzzy Sets and Systems, Elsevier, 2013, 220, pp.53-68. 〈hal-00732835〉
  • Hoel Le Capitaine, Carl Frelicot. A family of measures for best top-n class-selective decision rules. Pattern Recognition, Elsevier, 2012, 45 (1), pp.552-562. 〈hal-00632970〉
  • Hoel Le Capitaine. A relevance-based learning model of fuzzy similarity measures. IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2012, 20 (1), pp.57-68. 〈hal-00627673〉
  • Hoel Le Capitaine, Carl Frélicot. A Cluster-Validity Index Combining an Overlap Measure and a Separation Measure Based on Fuzzy-Aggregation Operators. IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2011, 19 (3), pp.580-588. 〈hal-00646143〉

Communication dans un congrès27 documents

  • Anthony Coutant, Hoel Le Capitaine, Leray Philippe. On the equivalence between regularized NMF and similarity-augmented graph partitioning. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. Proceedings of the 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) Conference, 2015. 〈hal-01183562〉
  • Anthony Coutant, Leray Philippe, Hoel Le Capitaine. Probabilistic Relational Models with Clustering Uncertainty. International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. 2015, Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN) Conference. 〈hal-01183563〉
  • Anthony Coutant, Hoel Le Capitaine, Philippe Leray. Probabilistic relational models with clustering uncertainty. IEEE International Joint Conference on Neural Networks (IJCNN 2015), 2015, Killarney, Ireland. 〈hal-01150692〉
  • Anthony Coutant, Hoel Le Capitaine, Philippe Leray. On the equivalence between regularized nmf and similarity-augmented graph partitioning. 23th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), 2015, Bruges, Belgium. 〈hal-01150691〉
  • Hoel Le Capitaine, Marc Gelgon, Guillaume Raschia. Fair Classification of Personal Data: an Introduction. Atelier national Protection de la Vie Privée (APVP'2015), Jun 2015, Mosnes, France. 2015. 〈hal-01163040〉
  • Anthony Coutant, Leray Philippe, Hoel Le Capitaine. Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization. International Florida Artificial Intelligence Research Society (FlAIRS) Conference, May 2014, Pensacola Beach, Floride, United States. Proceedings of the 27th International Florida Artificial Intelligence Research Society (FlAIRS) Conference, 2014. 〈hal-01183565〉
  • Anthony Coutant, Philippe Leray, Hoel Le Capitaine. Apprentissage de modèles relationnels probabilistes par factorisation non-négative de matrices. 7èmes journées francophones sur les réseaux bayésiens (JFRB 2014), 2014, Paris, France. 〈hal-01005777〉
  • Anthony Coutant, Philippe Leray, Hoel Le Capitaine. Learning Probabilistic Relational Models using Non-Negative Matrix Factorization. The 27th International FLAIRS Conference, Uncertain Reasoning Special Track, May 2014, Pensacola Beach, Florida, United States. pp.? - ?, 2014, 〈http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7809〉. 〈hal-00958394〉
  • Anthony Coutant, Philippe Leray, Hoel Le Capitaine. Learning Probabilistic Relational Models using co-clustering methods. Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) ICML Workshop, 2013, Atlanta, United States. 〈hal-00819031〉
  • Guillaume Demarcq, Hoel Le Capitaine, Michel Berthier. Geodesic interactive segmentation in the color monogenic signal framework. IEEE Int. Conf. on Image Processing, Sep 2012, Orlando, United States. pp.1573 - 1576, 2012. 〈hal-00732832〉
  • Hoel Le Capitaine. Set-Valued Bayesian Inference with Probabilistic Equivalence. Int. Conf. on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.1-4, 2012. 〈hal-00732834〉
  • Hoel Le Capitaine. Online Equivalence Learning Through A Quasi-Newton Method. IEEE Int. Conf. on Fuzzy Systems, Jun 2012, Brisbane, Australia. pp.1-8, 2012. 〈hal-00685467〉
  • Hoel Le Capitaine, Carl Frélicot. A fast fuzzy c-means algorithm for color image segmentation. EUSFLAT'2011, Jul 2011, France. pp.1074-1081, 2011. 〈hal-00738414〉
  • Hoel Le Capitaine, Carl Frélicot. On (Weighted) k-Order Fuzzy Connectives. IEEE Int. Conf. on Fuzzy Systems, 2010, Spain. pp.1-8, 2010. 〈hal-00745292〉
  • Hoel Le Capitaine, Carl Frelicot. On Selecting an Optimal Number of Clusters for Color Image Segmentation. Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turkey. IEEE Computer Society, pp.3388--3391, 2010. 〈hal-00565945〉
  • Hoel Le Capitaine, Carl Frelicot. An Optimum Class-Rejective Decision Rule and Its Evaluation. Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turkey. IEEE Computer Society, pp.3312--3315, 2010. 〈hal-00565943〉
  • Romain Quéré, Hoel Le Capitaine, Noel Fraisseix, Carl Frélicot. On normalizing fuzzy coincidence matrices to compare fuzzy and/or possibilistic partitions with the Rand index. IEEE Int. Conf. on Data Mining, ICDM 2010, 2010, Australia. pp.977-982, 2010. 〈hal-00738530〉
  • Hoel Le Capitaine, Carl Frelicot. A Fuzzy Modeling Approach to Cluster Validity. 18th International Conference on Fuzzy Systems, FUZZIEEE'09, 2009, Jeju Island, South Korea. pp.462--467, 2009. 〈hal-00441442〉
  • Hoel Le Capitaine, Carl Frelicot. Classification with reject options in a logical framework: a fuzzy residual implication approach. International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal. pp.855--860, 2009. 〈hal-00441432〉
  • Hoel Le Capitaine, Carl Frelicot. Towards a unified logical framework of fuzzy implications to compare fuzzy sets. International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal. pp.1200--1205, 2009. 〈hal-00441429〉
  • Hoel Le Capitaine, Carl Frelicot. A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees. 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2008, Malaga, Spain. pp.473-480, 2008. 〈hal-00292608〉
  • Hoel Le Capitaine, Carl Frelicot. A new fuzzy 3-rules pattern classiier with reject options based on aggregation of membership degrees. 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, Jun 2008, Malaga, Spain. pp.473-480, 2008. 〈hal-00293806〉
  • Hoel Le Capitaine, Carl Frelicot. A Class-Selective Rejection Scheme based on Blockwise Similarity of Typicality Degrees. IAPR. International Conference on Pattern Recognition (ICPR'2008), Dec 2008, Tampa, United States. IEEE, pp.1--4, 2008. 〈hal-00441426〉
  • Hoel Le Capitaine, Carl Frelicot. A family of cluster validity indexes based on a l-order fuzzy OR operator. Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008), 2008, Orlando, United States. 5342, pp.612-621, 2008. 〈hal-00441427〉
  • Hoel Le Capitaine, Thomas Batard, Carl Frelicot, Michel Berthier. Mesure de similarité par blocs via les normes triangulaires et l'intégrale de Sugeno - Application à la détection de contours. Rencontres Francophone sur la Logique Floue et ses Applications, LFA, 2007, Nîmes, France. Cépaduès, pp.49-56, 2007. 〈hal-00292614〉
  • Hoel Le Capitaine, Thomas Batard, Carl Frelicot, Michel Berthier. Blockwise similarity in [0,1] via triangular norms and Sugeno integrals - Application to cluster validity. 16th IEEE International Conference on Fuzzy Systems, Jul 2007, London, United Kingdom. pp.835-840, 2007. 〈hal-00293811〉
  • Hoel Le Capitaine, Thomas Batard, Carl Frélicot, Michel Berthier. Blockwise similarity in [0,1] via triangular norms and Sugeno integrals -- Application to cluster validity.. IEEE. IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2007., Jul 2007, Londres, United Kingdom. IEEE, pp.835-840, 2007. 〈hal-00267631〉

Pré-publication, Document de travail1 document

  • Hoel Le Capitaine, Carl Frélicot. On the reinforcement of uninorms and absorbing norms. 2016. 〈hal-01357234〉

Thèse1 document

  • Hoel Le Capitaine. Opérateurs d'agrégation pour la mesure de similarité. Application à l'ambiguïté en reconnaissance de formes.. Traitement du signal et de l'image. Université de La Rochelle, 2009. Français. 〈tel-00438516〉