Fabrice Rossi - researchr alias

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2011

Visual Mining of Epidemic NetworksStéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran. iwann 2011: 276-283 [doi]

Consistency of functional learning methods based on derivativesFabrice Rossi, Nathalie Villa-Vialaneix. prl, 32(8):1197-1209, 2011. [doi]

2010

Exploratory analysis of functional data via clustering and optimal segmentationGeorges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi. ijon, 73(7-9):1125-1141, 2010. [doi]

Spatiotemporal sampling for trajectory streamsMohamed Khalil El Mahrsi, Christine Potier, Georges Hébrail, Fabrice Rossi. SAC 2010: 1627-1628 [doi]

Optimizing an organized modularity measure for topographic graph clustering: A deterministic annealing approachFabrice Rossi, Nathalie Villa-Vialaneix. ijon, 73(7-9):1142-1163, 2010. [doi]

2009

From Intracardiac Electrograms to Electrocardiograms: Models and MetamodelsGéraldine Ebrard, Miguel A. Fernández, Jean-Frédéric Gerbeau, Fabrice Rossi, Nejib Zemzemi. fimh 2009: 524-533 [doi]

Median Topographic Maps for Biomedical Data SetsBarbara Hammer, Alexander Hasenfuss, Fabrice Rossi. dagstuhl 2009: 92-117 [doi]

Clustering Dynamic Web Usage DataAlzennyr Da Silva, Yves Lechevallier, Fabrice Rossi, Francisco de A. T. de Carvalho. In Nadia Nedjah, Luiza de Macedo Mourelle, Janusz Kacprzyk, editors, Innovative Applications in Data Mining. Volume 169 of Studies in Computational Intelligence, pages 71-82, Springer, 2009. [doi]

Advances in Feature Selection with Mutual InformationMichel Verleysen, Fabrice Rossi, Damien François. dagstuhl 2009: 52-69 [doi]

2008

2007

Advances in computational intelligence and learningMichael Biehl, Erzsébet Merényi, Fabrice Rossi. ijon, 70(7-9):1117-1119, 2007. [doi]

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

Resampling methods for parameter-free and robust feature selection with mutual informationDamien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen. ijon, 70(7-9):1276-1288, 2007. [doi]

Feature clustering and mutual information for the selection of variables in spectral dataCatherine Krier, Damien François, Fabrice Rossi, Michel Verleysen. esann 2007: 157-162 [doi]

Model collisions in the dissimilarity SOMFabrice Rossi. esann 2007: 25-30 [doi]

Construction et analyse de résumés de données évolutives : application aux données d usage du WebAlzennyr Da Silva, Yves Lechevallier, Fabrice Rossi, Francisco de A. T. de Carvalho. f-egc 2007: 539-544

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]

LS-SVM functional network for time series predictionTuomas Kärnä, Fabrice Rossi, Amaury Lendasse. esann 2006: 473-478 [doi]

Comparaison de dissimilarité pour l analyse de l usage d un site webFabrice Rossi, Francisco de A. T. de Carvalho, Yves Lechevallier, Alzennyr Da Silva. f-egc 2006: 409-414

Support vector machine for functional data classificationFabrice Rossi, Nathalie Villa. ijon, 69(7-9):730-742, 2006. [doi]

Visual Data Mining and Machine LearningFabrice Rossi. esann 2006: 251-264 [doi]

A Functional Approach to Variable Selection in Spectrometric ProblemsFabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen. icann 2006: 11-20 [doi]

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

New Issues in NeurocomputingJochen J. Steil, Gavin C. Cawley, Fabrice Rossi. ijon, 69(7-9):625-626, 2006. [doi]

2005

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

2000

Expert Constrained Clustering: A Symbolic ApproachFabrice Rossi, Frédérick Vautrain. pkdd 2000: 605-612 [doi]

1994

NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural NetworksCédric Gégout, Bernard Girau, Fabrice Rossi. ictai 1994: 95-104