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authIdHal_s : brieuc-conan-guez
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Representation of Functional Data in Neural Networks

Fabrice Rossi , Nicolas Delannay , Brieuc Conan-Guez , Michel Verleysen
Neurocomputing, 2005, Neurocomputing, 64, pp.183--210. ⟨10.1016/j.neucom.2004.11.012⟩
Journal articles inria-00000666v2
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Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis

Fabrice Rossi , Brieuc Conan-Guez
Neural Networks, 2005, 18 (1), pp.45--60. ⟨10.1016/j.neunet.2004.07.001⟩
Journal articles inria-00000599v2
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Estimation consistante des paramètres d'un modèle non linéaire pour des données fonctionnelles discrétisées aléatoirement

Fabrice Rossi , Brieuc Conan-Guez
Comptes rendus de l'Académie des sciences. Série I, Mathématique, 2005, 340 (2), pp.167-170. ⟨10.1016/j.crma.2004.11.029⟩
Journal articles inria-00000223v1
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Multi-Layer Perceptrons and Symbolic Data

Fabrice Rossi , Brieuc Conan-Guez
Diday, Edwin and Noirhomme-Fraiture, Monique. Symbolic Data Analysis and the SODAS Software, Wiley, pp.373-391, 2008
Book sections inria-00232878v1
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Comparaison et Partitionnement de Séries Temporelles Basés sur la Forme des Séries

Brieuc Conan-Guez , Alain Gély , Lydia Boudjeloud-Assala , Alexandre Blansché
XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
Conference papers hal-02971348v1
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A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression

Claire Theobald , Bastien Arcelin , Frédéric Pennerath , Brieuc Conan-Guez , Miguel Couceiro et al.
ECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2021, Bilbao, Spain. pp.135
Conference papers hal-03346500v1
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K-spectral centroid: extension and optimizations

Brieuc Conan-Guez , Alain Gély , Lydia Boudjeloud , Alexandre Blansché
ESANN 2018 - 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2018, Bruges, Belgium. pp.603-608
Conference papers hal-01901251v1
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Un modèle neuronal pour la régression et la discrimination sur données fonctionnelles

Fabrice Rossi , Brieuc Conan-Guez
Revue de Statistique Appliquée, 2005, LIII (4), pp.5-30
Journal articles inria-00001190v1
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A Bayesian Neural Network based on Dropout Regulation

Claire Theobald , Frédéric Pennerath , Brieuc Conan-Guez , Miguel Couceiro , Amedeo Napoli et al.
Workshop on Uncertainty in Machine Learning (WUML) at ECML-PKDD 2020 Conference, Eyke Hüllermeier; Sébastien Destercke, Sep 2020, N.A. (online), France
Conference papers hal-03122764v1