Brieuc Conan-Guez - researchr alias

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Viewing Publication 1 - 15 from 15

2021

A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity RegressionClaire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli. pkdd 2021: 135-150 [doi]

2018

K-spectral centroid: extension and optimizationsBrieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché. esann 2018: [doi]

2017

K-Spectral Centroïd pour des données massivesBrieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché. f-egc 2017: 129-140 [doi]

2015

Mod-Müllner: an efficient algorithm for hierarchical community analysis in large networksBrieuc Conan-Guez, Manh Cuong Nguyen. ijsnm, 2(2):133-157, 2015. [doi]

2012

Dissimilarity Clustering by Hierarchical Multi-Level RefinementBrieuc Conan-Guez, Fabrice Rossi. esann 2012: [doi]

2007

Speeding Up the Dissimilarity Self-Organizing Maps by Branch and BoundBrieuc Conan-Guez, Fabrice Rossi. iwann 2007: 203-210 [doi]

2006

Fast algorithm and implementation of dissimilarity self-organizing mapsBrieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli. NN, 19(6-7):855-863, 2006. [doi]

Theoretical Properties of Projection Based Multilayer Perceptrons with Functional InputsFabrice Rossi, Brieuc Conan-Guez. npl, 23(1):55-70, 2006. [doi]

2005

Representation of functional data in neural networksFabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen. ijon, 64:183-210, 2005. [doi]

Functional multi-layer perceptron: a non-linear tool for functional data analysisFabrice Rossi, Brieuc Conan-Guez. NN, 18(1):45-60, 2005. [doi]

2004

Functional radial basis function networksNicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen. esann 2004: 313-318 [doi]

Functional preprocessing for multilayer perceptronsFabrice Rossi, Brieuc Conan-Guez. esann 2004: 319-324 [doi]

Clustering functional data with the SOM algorithmFabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli. esann 2004: 305-312 [doi]

2002

Multi-layer Perceptrons for Functional Data Analysis: A Projection Based ApproachBrieuc Conan-Guez, Fabrice Rossi. icann 2002: 667-672 [doi]

Theoretical properties of functional Multi Layer PerceptronsFabrice Rossi, Brieuc Conan-Guez, François Fleuret. esann 2002: 7-12

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