Number of documents

38

Publications de Hoel Le Capitaine


Publication list


Journal articles6 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⟩

Conference papers30 documents

  • Jiajun Pan, Hoel Le Capitaine. Metric learning with relational data. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium. ⟨hal-02120915⟩
  • Jiajun Pan, Hoel Le Capitaine. Metric learning with sub modular functions. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium. ⟨hal-02120910⟩
  • Jiajun Pan, Hoel Le Capitaine, Philippe Leray. Relational Constraints for Metric Learning on Relational Data. Eighth International Workshop on Statistical Relational AI, IJCAI, Jul 2018, Stockholm, Sweden. ⟨hal-02017253⟩
  • 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. ⟨hal-01163040⟩
  • Anthony Coutant, Leray Philippe, Hoel Le Capitaine. Probabilistic Relational Models with Clustering Uncertainty. International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. ⟨hal-01183563⟩
  • 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. ⟨hal-01183562⟩
  • 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.? - ?. ⟨hal-00958394⟩
  • 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, 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. ⟨hal-01183565⟩
  • 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⟩
  • Hoel Le Capitaine. Set-Valued Bayesian Inference with Probabilistic Equivalence. Int. Conf. on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.1-4. ⟨hal-00732834⟩
  • 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. ⟨hal-00732832⟩
  • 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. ⟨hal-00738414⟩
  • 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. pp.3312--3315. ⟨hal-00565943⟩
  • 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. pp.3388--3391. ⟨hal-00565945⟩
  • 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. ⟨hal-00738530⟩
  • Hoel Le Capitaine, Carl Frélicot. On (Weighted) k-Order Fuzzy Connectives. IEEE Int. Conf. on Fuzzy Systems, 2010, Spain. pp.1-8. ⟨hal-00745292⟩
  • 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. ⟨hal-00441429⟩
  • 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. ⟨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. ⟨hal-00441432⟩
  • 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. ⟨hal-00293806⟩
  • Hoel Le Capitaine, Carl Frelicot. A Class-Selective Rejection Scheme based on Blockwise Similarity of Typicality Degrees. International Conference on Pattern Recognition (ICPR'2008), Dec 2008, Tampa, United States. pp.1--4. ⟨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. pp.612-621. ⟨hal-00441427⟩
  • 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. ⟨hal-00292608⟩
  • 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 International Conference on Fuzzy Systems, FUZZ-IEEE 2007., Jul 2007, Londres, United Kingdom. pp.835-840. ⟨hal-00267631⟩
  • 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. ⟨hal-00293811⟩
  • 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. pp.49-56. ⟨hal-00292614⟩

Preprints, Working Papers, ...1 document

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

Theses1 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 [eess.SP]. Université de La Rochelle, 2009. Français. ⟨tel-00438516⟩