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Hoel LE CAPITAINE

ENSEIGNANT-CHERCHEUR


Equipe : DUKE.

: +33 (0)2 40 68 32 57

Adresse :




Publications référencées sur HAL

Revues internationales avec comité de lecture (ART_INT)

    • [5] H. Le Capitaine. A relevance-based learning model of fuzzy similarity measures. In IEEE Transactions on Fuzzy Systems ; éd. Institute of Electrical and Electronics Engineers, 2012, vol. 20, num. 1.
      https://hal.archives-ouvertes.fr/hal-00627673
    • [6] H. Le Capitaine, C. Frélicot. A Cluster-Validity Index Combining an Overlap Measure and a Separation Measure Based on Fuzzy-Aggregation Operators. In IEEE Transactions on Fuzzy Systems ; éd. Institute of Electrical and Electronics Engineers, 2011, vol. 19, num. 3.
      https://hal.archives-ouvertes.fr/hal-00646143

Conférences internationales avec comité de lecture et actes (COMM_INT)

    • [7] A. Coutant, H. Le Capitaine, P. Leray. On the equivalence between regularized nmf and similarity-augmented graph partitioning. In 23th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), 2015, Bruges, Belgique.
      https://hal.archives-ouvertes.fr/hal-01150691
    • [8] A. Coutant, H. Le Capitaine, P. Leray. Probabilistic relational models with clustering uncertainty. In IEEE International Joint Conference on Neural Networks (IJCNN 2015), 2015, Killarney, Irlande.
      https://hal.archives-ouvertes.fr/hal-01150692
    • [9] A. Coutant, H. Le Capitaine, L. Philippe. On the equivalence between regularized NMF and similarity-augmented graph partitioning. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), avril 2015, Bruges, Belgique.
      https://hal.archives-ouvertes.fr/hal-01183562
    • [10] A. Coutant, L. Philippe, H. Le Capitaine. Probabilistic Relational Models with Clustering Uncertainty. In International Joint Conference on Neural Networks (IJCNN), juillet 2015, Killarney, Irlande.
      https://hal.archives-ouvertes.fr/hal-01183563
    • [11] A. Coutant, L. Philippe, H. Le Capitaine. Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization. In International Florida Artificial Intelligence Research Society (FlAIRS) Conference, mai 2014, Pensacola Beach, Floride, états-Unis.
      https://hal.archives-ouvertes.fr/hal-01183565
    • [12] A. Coutant, P. Leray, H. Le Capitaine. Learning Probabilistic Relational Models using Non-Negative Matrix Factorization. In The 27th International FLAIRS Conference, Uncertain Reasoning Special Track, mai 2014, Pensacola Beach, Florida, états-Unis.
      https://hal.archives-ouvertes.fr/hal-00958394
    • [13] A. Coutant, P. Leray, H. Le Capitaine. Learning Probabilistic Relational Models using co-clustering methods. In Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) ICML Workshop, 2013, Atlanta, états-Unis.
      https://hal.archives-ouvertes.fr/hal-00819031
    • [15] G. Demarcq, H. Le Capitaine, M. Berthier. Geodesic interactive segmentation in the color monogenic signal framework. In IEEE Int. Conf. on Image Processing, septembre 2012, Orlando, états-Unis.
      https://hal.archives-ouvertes.fr/hal-00732832
    • [18] H. Le Capitaine, C. Frelicot. An Optimum Class-Rejective Decision Rule and Its Evaluation. In Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turquie.
      https://hal.archives-ouvertes.fr/hal-00565943
    • [19] H. Le Capitaine, C. Frelicot. On Selecting an Optimal Number of Clusters for Color Image Segmentation. In Proceedings of the 2010 20th International Conference on Pattern Recognition, 2010, Istanbul, Turquie.
      https://hal.archives-ouvertes.fr/hal-00565945
    • [21] R. Quéré, H. Le Capitaine, N. Fraisseix, C. Frélicot. On normalizing fuzzy coincidence matrices to compare fuzzy and/or possibilistic partitions with the Rand index. In IEEE Int. Conf. on Data Mining, ICDM 2010, 2010, , Australie.
      https://hal.archives-ouvertes.fr/hal-00738530
    • [22] H. Le Capitaine, C. Frelicot. A Fuzzy Modeling Approach to Cluster Validity. In 18th International Conference on Fuzzy Systems, FUZZIEEE'09, 2009, Jeju Island, Corée du Sud.
      https://hal.archives-ouvertes.fr/hal-00441442
    • [23] H. Le Capitaine, C. Frelicot. Classification with reject options in a logical framework: a fuzzy residual implication approach. In International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal.
      https://hal.archives-ouvertes.fr/hal-00441432
    • [24] H. Le Capitaine, C. Frelicot. Towards a unified logical framework of fuzzy implications to compare fuzzy sets. In International Fuzzy Systems Association World Congress and European Society for Fuzzy Logic and Technologies Conference, 2009, Lisbonne, Portugal.
      https://hal.archives-ouvertes.fr/hal-00441429
    • [25] H. Le Capitaine, C. Frelicot. A family of cluster validity indexes based on a l-order fuzzy OR operator. In Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008), 2008, Orlando, états-Unis.
      https://hal.archives-ouvertes.fr/hal-00441427
    • [26] H. Le Capitaine, C. Frelicot. A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees. In 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, juin 2008, Malaga, Espagne.
      https://hal.archives-ouvertes.fr/hal-00292608
    • [27] H. Le Capitaine, C. Frelicot. A new fuzzy 3-rules pattern classiier with reject options based on aggregation of membership degrees. In 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, juin 2008, Malaga, Espagne.
      https://hal.archives-ouvertes.fr/hal-00293806
    • [28] H. Le Capitaine, C. Frelicot. A Class-Selective Rejection Scheme based on Blockwise Similarity of Typicality Degrees. In International Conference on Pattern Recognition (ICPR'2008), décembre 2008, Tampa, états-Unis.In IAPR (éds.), Proc. of International Conference on Pattern Recognition (ICPR'2008). IEEE, 2008.
      https://hal.archives-ouvertes.fr/hal-00441426
    • [29] H. Le Capitaine, T. Batard, C. Frelicot, M. Berthier. Blockwise similarity in [0,1] via triangular norms and Sugeno integrals - Application to cluster validity. In 16th IEEE International Conference on Fuzzy Systems, juillet 2007, London, Royaume-Uni.
      https://hal.archives-ouvertes.fr/hal-00293811
    • [30] H. Le Capitaine, T. Batard, C. Frélicot, M. Berthier. Blockwise similarity in [0,1] via triangular norms and Sugeno integrals -- Application to cluster validity.. In IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2007., juillet 2007, Londres, Royaume-Uni.In IEEE (éds.), 16th International Conference on Fuzzy Systems, FUZZIEEE'07, Londres, Royaume-Uni.. IEEE, 2007.
      https://hal.archives-ouvertes.fr/hal-00267631

Conférences nationales avec comité de lecture et actes (COMM_NAT)

    • [31] H. Le Capitaine, M. Gelgon, G. Raschia. Fair Classification of Personal Data: an Introduction. In Atelier national Protection de la Vie Privée (APVP'2015), juin 2015, Mosnes, France.
      https://hal.archives-ouvertes.fr/hal-01163040
    • [32] A. Coutant, P. Leray, H. Le Capitaine. Apprentissage de modèles relationnels probabilistes par factorisation non-négative de matrices. In 7èmes journées francophones sur les réseaux bayésiens (JFRB 2014), 2014, Paris, France.
      https://hal.archives-ouvertes.fr/hal-01005777
    • [33] H. Le Capitaine, T. Batard, C. Frelicot, M. Berthier. Mesure de similarité par blocs via les normes triangulaires et l'intégrale de Sugeno - Application à la détection de contours. In Rencontres Francophone sur la Logique Floue et ses Applications, LFA, 2007, Nîmes, France.
      https://hal.archives-ouvertes.fr/hal-00292614

Theses et HDR (THESE)

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