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authIdHal_s : fabrice-rossi
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Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre

Bienvenue Kouwayè , Noël Fonton , Fabrice Rossi
47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Conference papers hal-01196450v1
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The dynamic stochastic topic block model for dynamic networks with textual edges

Marco Corneli , Charles Bouveyron , Pierre Latouche , Fabrice Rossi
Statistics and Computing, In press, ⟨10.1007/s11222-018-9832-4⟩
Journal articles hal-01621757v1
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Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités

Aïcha El Golli , Fabrice Rossi , Brieuc Conan-Guez , Yves Lechevallier
Revue de Statistique Appliquée, 2006, LIV (3), pp.33-64
Journal articles inria-00174272v1
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Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation

Brieuc Conan-Guez , Fabrice Rossi
Revue des Nouvelles Technologies de l'Information, 2008
Journal articles inria-00232866v1
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Exact ICL maximization in a non-stationary time extension of the latent block model for dynamic networks

Marco Corneli , Pierre Latouche , Fabrice Rossi
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.225-230
Conference papers hal-01163367v1
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Reducing offline evaluation bias of collaborative filtering algorithms

Arnaud de Myttenaere , Boris Golden , Bénédicte Le Grand , Fabrice Rossi
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.137-142
Conference papers hal-01163390v1
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How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need?

Fabrice Rossi
10th International Workshop on Self Organizing Maps, WSSOM 2014, Jul 2014, Mittweida, Germany. pp.3-23, ⟨10.1007/978-3-319-07695-9_1⟩
Conference papers hal-01017468v1

Spatial correlation in bipartite networks

Nathalie Villa-Vialaneix , Bertrand Jouve , Fabrice Rossi , Florent Hautefeuille
Revue des Nouvelles Technologies de l'Information, 2013, pp.97-110
Journal articles hal-00761081v1
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Regularization in Relevance Learning Vector Quantization Using l one Norms

Martin Riedel , Marika Kästner , Fabrice Rossi , Thomas Villmann
21-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Apr 2013, Bruges, Belgium. pp.17-22
Conference papers hal-00874854v1
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Clustering hiérarchique non paramétrique de données fonctionnelles

Marc Boullé , Romain Guigourès , Fabrice Rossi
Extraction et gestion des connaissances, Jan 2012, Bordeaux, France. pp.101--112
Conference papers hal-00672958v1
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A Study of the Spatio-Temporal Correlations in Mobile Calls Networks

Romain Guigourès , Marc Boullé , Fabrice Rossi
Fabrice Guillet; Bruno Pinaud; Gilles Venturini; Djamel Abdelkader Zighed. Advances in Knowledge Discovery and Management, 615, Springer International Publishing, pp.3-17, 2015, Studies in Computational Intelligence, 978-3-319-23750-3. ⟨10.1007/978-3-319-23751-0_1⟩
Book sections hal-01222355v1
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Study of a bias in the offline evaluation of a recommendation algorithm

Arnaud de Myttenaere , Boris Golden , Bénédicte Le Grand , Fabrice Rossi
11th Industrial Conference on Data Mining, ICDM 2015, Jul 2015, Hamburg, Germany. pp.57-70
Conference papers hal-01222395v1
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Using the Mean Absolute Percentage Error for Regression Models

Arnaud de Myttenaere , Boris Golden , Bénédicte Le Grand , Fabrice Rossi
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium
Conference papers hal-01162980v1
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Mixture of von Mises-Fisher distribution with sparse prototypes

Fabrice Rossi , Florian Barbaro
Neurocomputing, 2022, 501, pp.41-74. ⟨10.1016/j.neucom.2022.05.118⟩
Journal articles hal-03909654v1
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Dissemination of Health Information within Social Networks

Charanpal Dhanjal , Sandrine Blanchemanche , Stéphan Clémençon , Akos Rona-Tas , Fabrice Rossi
Vedres, Balázs and Scotti, Marco. Networks in Social Policy Problems, Cambridge University Press, pp.15-46, 2012, 9781107009837
Book sections hal-00753217v1
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SVM fonctionnels par interpolation spline

Nathalie Villa , Fabrice Rossi
Journée de Statistique de la SFdS, Société Française de Statistique, May 2006, Clamart (FR), France
Conference papers hal-04176653v1
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Support Vector Machine For Functional Data Classification

Nathalie Villa , Fabrice Rossi
XIIIth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2005), Apr 2005, Bruges, Belgium. pp.467-472
Conference papers hal-04176766v1
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Accelerating stochastic kernel SOM

Jérôme J. Mariette , Fabrice Rossi , Madalina Olteanu , Nathalie Villa-Vialaneix
XXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. 6 p
Conference papers hal-02734663v1
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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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Modelling time evolving interactions in networks through a non stationary extension of stochastic block models

Marco Corneli , Pierre Latouche , Fabrice Rossi
International Conference on Advances in Social Networks Analysis and Mining ASONAM 2015, IEEE/ACM, Aug 2015, Paris, France. pp.1590-1591, ⟨10.1145/2808797.2809348⟩
Conference papers hal-01263540v1
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Multiple change points detection and clustering in dynamic networks

Marco Corneli , Pierre Latouche , Fabrice Rossi
Statistics and Computing, 2017, ⟨10.1007/s11222-017-9775-1⟩
Journal articles hal-01430717v1
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Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models

Romain Guigourès , Dominique Gay , Marc Boullé , Fabrice Clérot , Fabrice Rossi
European Conference, ECML PKDD 2015, Sep 2015, Porto, Portugal. pp.37 - 52, ⟨10.1007/978-3-319-23461-8_3⟩
Conference papers hal-01468083v1
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Application du coclustering à l'analyse exploratoire d'une table de données

Aichetou Bouchareb , Marc Boullé , Fabrice Clérot , Fabrice Rossi
Conférence Internationale Francophone sur l'Extraction et gestion des connaissances (EGC 2017), Jan 2017, Grenoble, France. pp.177-188
Conference papers hal-01469509v1
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Predicting local malaria exposure using a Lasso-based two-level cross validation algorithm

Bienvenue Kouwaye , Fabrice Rossi , Noël Fonton , André Garcia , Simplice Dossou-Gbété , et al.
PLoS ONE, 2017, 12 (10), ⟨10.1371/journal.pone.0187234⟩
Journal articles hal-01736935v1
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Modelling time evolving interactions in networks through a non stationary extension of stochastic block models

Marco Corneli , Pierre Latouche , Fabrice Rossi
47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Conference papers hal-01195688v1
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Variables selection by the LASSO method. Application to malaria data of Tori-Bossito (Benin)

Bienvenue Kouwaye , Noël Fonton , Fabrice Rossi , Gilles Cottrell , Norbert Mahouton Hounkonnou
2016
Preprints, Working Papers, ... hal-01352438v1
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On the expressivity of bi-Lipschitz normalizing flows

Alexandre Vérine , Benjamin Negrevergne , Fabrice Rossi , Yann Chevaleyre
ACML 2022 - 14th Asian Conference on Machine Learning,, Dec 2022, Hyderabad, India
Conference papers hal-03906979v1

Exploration of a large database of French notarial acts with social network methods

Fabrice Rossi , Nathalie N. Villa-Vialaneix , Florent Hautefeuille
Digital Medievalist, 2013, 9
Journal articles hal-02648351v1
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Modelling time evolving interactions in networks through a non stationary extension of stochastic block models

Marco Corneli , Pierre Latouche , Fabrice Rossi
Fith International Workshop on Social Network Analysis (ARS'15), Apr 2015, Anacapri, Italy. pp.21
Conference papers hal-01222325v1
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A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graph

Nathalie Villa-Vialaneix , Fabrice Rossi
WSOM'07 - Workshop on Self-Organizing Maps, Sep 2007, Bielefeld, Germany. pp.WeP-1
Conference papers hal-00674189v1