This is a complete list of my research related publications ordered by publication date (the same list ordered by publication type is available here). If you need an electronic version of an article that is listed here, you can ask it by email. The full list of all my publication is available as a bibtex file. Citations of my publication are listed on my Google scholar page.

You might also be interested by my software and/or data sets, or even, who knows, by my non research publications (which are written in French).

2017 bibtex

  • Co-clustering de données mixtes à base des modèles de mélange (conference) Aichetou Bouchareb, Marc Boullé and Fabrice Rossi. In Actes de la 17ème Conférence Internationale Francophone sur l'Extraction et gestion des connaissances (EGC'2017), edited by Fabien Gandon and Gilles Bisson, volume RNTI-E-33, pages 141-152, Grenoble, France, January 2017.
  • Application du coclustering à l'analyse exploratoire d'une table de données (conference) Aichetou Bouchareb, Marc Boullé, Fabrice Cléot and Fabrice Rossi. In Actes de la 17ème Conférence Internationale Francophone sur l'Extraction et gestion des connaissances (EGC'2017), edited by Fabien Gandon and Gilles Bisson, volume RNTI-E-33, pages 177-188, Grenoble, France, January 2017.

2016 bibtex

2015 bibtex

  • A statistical network analysis of the HIV/AIDS epidemics in Cuba (article) Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi and Viet Chi Tran. Social Network Analysis and Mining, volume 5, number 1, pages 58, December 2015.
  • Proceedings of the Dagstuhl Seminar 15101: Bridging Information Visualization with Machine Learning (proceedings) Proceedings edited by Daniel A. Keim, Tamara Munzner, Fabrice Rossi and Michel Verleysen. Dagstuhl Reports, volume 5, number 3, pages 1-27, Dagstuhl, Germany, 2015.
  • A Study of the Spatio-Temporal Correlations in Mobile Calls Networks (chapter) Romain Guigourès, Marc Boullé and Fabrice Rossi. In Advances in Knowledge Discovery and Management, edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini and Djamel Abdelkader Zighed, volume 615, pages 3-17, September 2015.
  • Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models (conference) Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot and Fabrice Rossi. In Machine Learning and Knowledge Discovery in Databases (Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2015), edited by Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavalda, Dino Pedreschi, Francesco Bonchi, Jaime Cardoso and Myra Spiliopoulou, volume 9286, pages 37-52, Porto, Portugal, September 2015.
  • Co-Clustering Network-Constrained Trajectory Data (chapter) Mohamed K. El Mahrsi, Romain Guigourès, Fabrice Rossi and Marc Boullé. In Advances in Knowledge Discovery and Management, edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini and Djamel Abdelkader Zighed, volume 615, pages 19-32, September 2015.
  • Is the Corporate Elite Disintegrating?: Interlock Boards and the Mizruchi Hypothesis (conference) Kevin Mentzer, Francois-Xavier Dudouet, Dominique Haughton, Pierre Latouche and Fabrice Rossi. In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), pages 781-786, Paris, France, August 2015.
  • Modelling Time Evolving Interactions in Networks Through a Non Stationary Extension of Stochastic Block Models (conference) Marco Corneli, Pierre Latouche and Fabrice Rossi. In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), pages 1590-1591, Paris, France, August 2015.
  • Lasso based feature selection for malaria risk exposure prediction (conference) Bienvenue Kouwayè, Noël Fonton and Fabrice Rossi. In Machine Learning and Data Mining in Pattern Recognition (proceedings of 11th International Conference, MLDM 2015), edited by Petra Perner, Hamburg, Germany, July 2015.
  • Study of a bias in the offline evaluation of a recommendation algorithm (conference) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Advances in Data Mining (proceedings of the 11th Industrial Conference on Data Mining, ICDM 2015), edited by Petra Perner, pages 57-70, Hamburg, Germany, July 2015.
  • Modelling time evolving interactions in networks through a non stationary extension of stochastic block models (conference) Marco Corneli, Pierre Latouche and Fabrice Rossi. In Actes des 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
  • Consistance de la minimisation du risque empirique pour l'optimisation de l'erreur relative moyenne (conference) Arnaud De Myttenaere, Bénédicte Le Grand and Fabrice Rossi. In Actes des 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
  • Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre (conference) Bienvenue Kouwayè, Noël Fonton and Fabrice Rossi. In Actes des 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
  • Search Strategies for Binary Feature Selection for a Naive Bayes Classifier (conference) Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 291-296, Bruges, Belgique, April 2015.
  • Modelling time evolving interactions in networks through a non stationary extension of stochastic block models (conference) Marco Corneli, Pierre Latouche and Fabrice Rossi. In Abstract book of the Fith International Workshop on Social Network Analysis (ARS'15), pages 21, Anacapri, Italy, April 2015.
  • Exact ICL maximization in a non-stationary time extension of the latent block model for dynamic networks (conference) Marco Corneli, Pierre Latouche and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 225-230, Bruges, Belgique, April 2015.
  • Using the Mean Absolute Percentage Error for Regression Models (conference) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 113-118, Bruges, Belgique, April 2015.
  • Reducing offline evaluation bias of collaborative filtering algorithms (conference) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 137-142, Bruges, Belgique, April 2015.
  • Graphs in machine learning: an introduction (conference) Pierre Latouche and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 207-218, Bruges, Belgique, April 2015.

2014 bibtex

  • Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation (article) Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell and Fabrice Rossi. Transactions on Machine Learning and Data Mining, volume 7, number 2, pages 41-63, October 2014.
  • Advances in artificial neural networks, machine learning, and computational intelligence (ESANN 2013) (editorial) Mark J. Embrechts, Fabrice Rossi, Frank-Michael Schleif and John A. Lee. Neurocomputing , volume 141, pages 1 - 2, October 2014.
  • Exploration of a large database of French notarial acts with social network methods (article) Fabrice Rossi, Nathalie Villa-Vialaneix and Florent Hautefeuille. Digital Medievalist, volume 9, July 2014.
  • How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need? (invited conference) Fabrice Rossi. In Advances in Self-Organizing Maps and Learning Vector Quantization (Proceedings of the 10th International Workshop on Self Organizing Maps, WSOM 2014), edited by Thomas Villmann, Frank-Michael Schleif, Marika Kaden and Mandy Lange, volume 295, pages 3-23, Mittweida (Germany), July 2014.
  • Anomaly detection based on indicators aggregation (conference) Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell and Fabrice Rossi. In Proceedings of the International Joint Conference on Neural Networks (IJCNN 2014), pages 2548-2555, Beijing (China), July 2014.
  • A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation (conference) Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell and Fabrice Rossi. In Advances in Data Mining. Applications and Theoretical Aspects (Proceedings of the 14th Industrial Conference, ICDM 2014), edited by Petra Perner, volume 8557, pages 144-158, St. Petersburg (Russia), July 2014.
  • Reducing Offline Evaluation Bias in Recommendation Systems (conference) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of 23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), edited by Benoît Frénay, Michel Verleysen and Pierre Dupont, pages 55-62, Brussels (Belgium), June 2014.
  • Anomaly Detection Based on Aggregation of Indicators (conference) Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell and Fabrice Rossi. In Proceedings of 23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), edited by Benoît Frénay, Michel Verleysen and Pierre Dupont, pages 64-71, Brussels (Belgium), June 2014.
  • Nonparametric Hierarchical Clustering of Functional Data (chapter) Marc Boullé, Romain Guigourès and Fabrice Rossi. In Advances in Knowledge Discovery and Management, edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini and Djamel Abdelkader Zighed, volume 527, pages 15-35, February 2014.

2013 bibtex

  • Inférence de dates d'activité à partir d'un réseau d'interactions datées (conference) Fabrice Rossi and Pierre Latouche. In Actes des 45èmes Journées de Statistique, Toulouse, France, May 2013.
  • Activity Date Estimation in Timestamped Interaction Networks (conference) Fabrice Rossi and Pierre Latouche. In Proceedings of the XXIth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), pages 113-118, Bruges, Belgique, April 2013.
  • Regularization in Relevance Learning Vector Quantization Using l one Norms (conference) Martin Riedel, Marika Kästner, Fabrice Rossi and Thomas Villmann. In Proceedings of the 21-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), pages 17-22, Bruges, Belgique, April 2013.
  • Étude des corrélations spatio-temporelles des appels mobiles en France (conference) Romain Guigourès, Marc Boullé and Fabrice Rossi. In Actes de la 13ème Conférence Internationale Francophone sur l'Extraction et gestion des connaissances (EGC'2013), edited by Christel Vrain, André Péninou and Florence Sedes, volume RNTI-E-24, pages 437-448, Toulouse, France, February 2013.
  • Classifications croisées de données de trajectoires contraintes par un réseau routier (conference) Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi and Marc Boullé. In Actes de 13ème Conférence Internationale Francophone sur l'Extraction et gestion des connaissances (EGC'2013), edited by Christel Vrain, André Péninou and Florence Sedes, volume RNTI-E-24, pages 341-352, Toulouse, France, February 2013.
  • Spatial correlation in bipartite networks (article) Nathalie Villa-Vialaneix, Bertrand Jouve, Fabrice Rossi and Florent Hautefeuille. Revue des nouvelles technologies de l'information, pages 97-110, January 2013.
  • Graph-Based Approaches to Clustering Network-Constrained Trajectory Data (chapter) Mohamed Khalil El Mahrsi and Fabrice Rossi. In New Frontiers in Mining Complex Patterns, edited by Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari and Zbigniew Ras, volume 7765, pages 124-137, 2013.

2012 bibtex

  • A Triclustering Approach for Time Evolving Graphs (conference) Romain Guigourès, Marc Boullé and Fabrice Rossi. In Co-clustering and Applications, IEEE 12th International Conference on Data Mining Workshops (ICDMW 2012), pages 115-122, Brussels, Belgium, December 2012.
  • Neural Networks for Complex Data (article) Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz and Nathalie Villa-Vialaneix. KI - Künstliche Intelligenz, volume 26, pages 373-380, November 2012.
  • Dissemination of Health Information within Social Networks (chapter) Charanpal Dhanjal, Sandrine Blanchemanche, Stéphan Clémençon, Akos Rona-Tas and Fabrice Rossi. In Networks in Social Policy Problems, edited by Balázs Vedres and Marco Scotti, pages 15-46, October 2012.
  • Triclustering pour la détection de structures temporelles dans les graphes (conference) Romain Guigourès, Marc Boullé and Fabrice Rossi. In 3ème conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques (MARAMI 2012), Villetaneuse, France, October 2012.
  • Graph-Based Approaches to Clustering Network-Constrained Trajectory Data (conference) Mohamed Khalil El Mahrsi and Fabrice Rossi. In Proceedings of the Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2012), edited by Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari and Zbigniew Ras, pages 184-195, Bristol, Royaume-Uni, September 2012.
  • Dagstuhl Manifesto: Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081) (editorial) Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen and Stefan Wrobel. Informatik-Spektrum, volume 35, pages 58-83, August 2012.
  • Spatial correlation in bipartite networks: the impact of the geographical distances on the relations in a corpus of medieval transactions (conference) Nathalie Villa-Vialaneix, Bertrand Jouve, Fabrice Rossi and Florent Hautefeuille. In Modèles et Apprentissage en Sciences Humaines et Sociales (MASHS 2012), Paris, France, June 2012.
  • Exploration relationnelle d'un corpus d'actes notariés médiévaux (conference) Nathalie Villa-Vialaneix, Fabrice Rossi and Florent Hautefeuille. In Colloque 'configuration(s)', Nanterre, France, June 2012.
  • Proceedings of the Dagstuhl Seminar 12081: Information Visualization, Visual Data Mining and Machine Learning (proceedings) Proceedings edited by Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen and Stefan Wrobel. Dagstuhl Reports, volume 2, number 2, pages 58-83, Dagstuhl, Germany, June 2012.
  • Clustering par optimisation de la modularité pour trajectoires d'objets mobiles (conference) Mohamed Khalil El Mahrsi and Fabrice Rossi. In Actes des 8èmes journées francophones Mobilité et Ubiquité, edited by Nadine Roose, pages 12-22, Anglet, France, June 2012.
  • Modularity-Based Clustering for Network-Constrained Trajectories (conference) Mohamed Khalil El Mahrsi and Fabrice Rossi. In Proceedings of the XXth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), pages 471-476, Bruges, Belgique, April 2012.
  • Dissimilarity Clustering by Hierarchical Multi-Level Refinement (conference) Brieuc Conan-Guez and Fabrice Rossi. In Proceedings of the XXth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), pages 483-488, Bruges, Belgique, April 2012.
  • A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms (conference) Matthieu Durut, Benoît Patra and Fabrice Rossi. In Proceedings of the XXth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), pages 477-482, Bruges, Belgique, April 2012.
  • Clustering hiérarchique non paramétrique de données fonctionnelles (conference) Marc Boullé, Romain Guigourès and Fabrice Rossi. In Actes de la 12ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC'2012), pages 101-112, Bordeaux, France, February 2012.

2011 bibtex

  • Représentation d'un grand réseau à partir d'une classification hiérarchique de ses sommets (article) Fabrice Rossi and Nathalie Villa-Vialaneix. Journal de la Société Française de Statistique, volume 152, number 3, pages 34-65, December 2011.
  • Segmentation géographique par étude d'un journal d'appels téléphoniques (conference) Romain Guigourès, Marc Boullé and Fabrice Rossi. In 2ème Journée thématique : Fouille de grands graphes, Grenoble (France), October 2011.
  • Exploration of a large database of French notarial acts with social network methods (invited conference) Fabrice Rossi, Nathalie Villa-Vialaneix and Florent Hautefeuille. In Digital Diplomatics, Naples (Italy), September 2011.
  • Exploration of a Large Database of French Charters with Social Network Methods (invited conference) Fabrice Rossi, Nathalie Villa-Vialaneix and Florent Hautefeuille. In International Medieval Congress (IMC 2011), Leeds (United Kingdom), July 2011.
  • Consistency of Functional Learning Methods Based on Derivatives (article) Fabrice Rossi and Nathalie Villa-Vialaneix. Pattern Recognition Letters, volume 32, number 8, pages 1197-1209, June 2011.
  • Visual Mining of Epidemic Networks (conference) Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi and Viet-Chi Tran. In Advances in Computational Intelligence (Proceedings of the International Work Conference on Artificial Neural Networks, IWANN 2011), edited by Joan Cabestany, Ignacio Rojas and Gonzalo Joya, volume 6692, pages 276-283, Torremolinos (Spain), June 2011.
  • Analyse exploratoire d'un graphe : le cas de la contamination par le VIH à Cuba (invited conference) Fabrice Rossi, Stéphan Clémençon, Hector De Arazoza and Viet-Chi Tran. In Congrès SMAI 2011, 5ème Biennale Française des Mathématiques Appliquées, Guidel (France), May 2011.
  • Seeing is believing: The importance of visualization in real-world machine learning applications (conference) Alfredo Vellido, José D. Martín, Fabrice Rossi and Paulo J. G. Lisboa. In Proceedings of XIXth European Symposium on Artificial Neural Networks (ESANN 2011), pages 219-226, Bruges (Belgium), April 2011.
  • Hierarchical clustering for graph visualization (conference) Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi and Viet-Chi Tran. In Proceedings of XVIIIth European Symposium on Artificial Neural Networks (ESANN 2011), pages 227-232, Bruges (Belgium), April 2011.
  • Communication Challenges in Cloud K-means (conference) Matthieu Durut and Fabrice Rossi. In Proceedings of XIXth European Symposium on Artificial Neural Networks (ESANN 2011), pages 387-392, Bruges (Belgium), April 2011.
  • Statistique et nouvelles technologies de l'information (editorial) Marta Avalos and Fabrice Rossi. Revue des Nouvelles Technologies de l'Information, volume RNTI-S-1, March 2011.
  • Constrained Variable Clustering and the Best Basis Problem in Functional Data Analysis (chapter) Fabrice Rossi and Yves Lechevallier. In Classification and Multivariate Analysis for Complex Data Structures, edited by Bernard Fichet, Domenico Piccolo, Rosanna Verde and Maurizio Vichi, pages 435-444, March 2011.

2010 bibtex

  • K-means on Azure (conference) Matthieu Durut and Fabrice Rossi. In LCCC: NIPS 2010 Workshop on Learning on Cores, Clusters and Clouds, Whistler (Canada), December 2010.
  • Optimizing an Organized Modularity Measure for Topographic Graph Clustering: a Deterministic Annealing Approach (article) Fabrice Rossi and Nathalie Villa-Vialaneix. Neurocomputing, volume 73, number 7-9, pages 1142-1163, March 2010.
  • The structure of a gene network reveals 7 biological functions underlying eQTLs in pig (conference) Laurence Liaubet, Nathalie Villa-Vialaneix, Adrien Gamot, Fabrice Rossi, Pierre Chérel and Magali SanCristobal. In Proceedings of the 9th World Congress on Genetics Applied to Livestock Production (WCGALP), Leipzig (Germany), 2010.
  • Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation (article) Georges Hébrail, Bernard Hugueney, Yves Lechevallier and Fabrice Rossi. Neurocomputing, volume 73, number 7-9, pages 1125-1141, March 2010.
  • Spatiotemporal sampling for trajectory streams (conference) Mohamed K. El Mahrsi, Christine Potier, Georges Hébrail and Fabrice Rossi. In Proceedings of the 2010 ACM Symposium on Applied Computing (SAC'10), edited by Sung Y. Shin, Sascha Ossowski, Michael Schumacher, Mathew J. Palakal and Chih-Cheng Hung, pages 1627-1628, Sierre (Switzerland), March 2010.
  • Classification and regression based on derivatives: a consistency result (invited conference) Nathalie Villa-Vialaneix and Fabrice Rossi. In II Simposio sobre Modelamiento Estadístico, Valparaiso (Chile), 2010.

2009 bibtex

  • Median Topographic Maps for Biomedical Data Sets (chapter) Barbara Hammer, Alexander Hasenfuß and Fabrice Rossi. In Similarity-Based Clustering, edited by Thomand Villmann, Michael Biehl, Barbara Hammer and Michel Verleysen, volume 5400, pages 92-117, 2009.
  • From Intracardiac Electrograms to Electrocardiograms: Models and Metamodels (conference) Géraldine Ebrard, Miguel A. Fernández, Jean-Frédéric Gerbeau, Fabrice Rossi and Nejib Zemzemi. In Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2009), edited by Nicholas Ayache, Hervé Delingette and Maxime Sermesant, pages 524-533, Nice (France), June 2009.
  • Méthodes de classification organisée pour la recherche de communautés dans les réseaux sociaux (invited conference) Nathalie Villa and Fabrice Rossi. In Actes de la journée Statistique et Traitement Informatique des Données, satellite des journées de la Société Française de Statistique, Bordeaux (France), May 2009.
  • Topologically Ordered Graph Clustering via Deterministic Annealing (conference) Fabrice Rossi and Nathalie Villa. In Proceedings of XVIth European Symposium on Artificial Neural Networks (ESANN 2009), pages 529-534, Bruges (Belgium), April 2009.
  • Simultaneous Clustering and Segmentation for Functional Data (conference) Bernard Hugueney, Georges Hébrail, Yves Lechevallier and Fabrice Rossi. In Proceedings of XVIth European Symposium on Artificial Neural Networks (ESANN 2009), pages 281-286, Bruges (Belgium), April 2009.
  • Supervised variable clustering for classification of NIR spectra (conference) Catherine Krier, Michel Verleysen, Fabrice Rossi and Damien François. In Proceedings of XVIth European Symposium on Artificial Neural Networks (ESANN 2009), pages 263-268, Bruges (Belgium), April 2009.
  • GNU Scientific Library Reference Manual (book) Mark Galassi, Jim Davies, James Theiler, Brian Gough, Gerard Jungman, Patrick Alken, Michael Booth and Fabrice Rossi. published by Network Theory Ltd. (third edition).
  • Are gene networks always meaningful? (conference) Adrien Gamot, Nathalie Villa, Laurence Liaubet, Fabrice Rossi, Gwenola Tosser-Klopp, Pierre Chérel and Magali SanCristobal. In European Animal Disease Genomics Network of Excellence for Animal Health and Food Safety (EADGENE Days), Paris (France), 2009.
  • Advances in Feature Selection with Mutual Information (chapter) Michel Verleysen, Fabrice Rossi and Damien François. In Similarity-Based Clustering, edited by Thomas Villmann, Michael Biehl, Barbara Hammer and Michel Verleysen, volume 5400, pages 52-69, 2009.
  • Clustering Dynamic Web Usage Data (chapter) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Innovative Applications in Data Mining, edited by Nadia Nedjah, Luiza Macedo Mourelle and Janusz Kacprzyk, volume 169, pages 71-82, 2009.

2008 bibtex

  • Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets (conference) Alexander Hasenfuss, Barbara Hammer and Fabrice Rossi. In Proceedings of the Third IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2008), edited by Lionel Prevost, Simone Marinai and Friedhelm Schwenker, volume 5064, pages 1-12, Paris (France), July 2008.
  • Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation (article) Brieuc Conan-Guez and Fabrice Rossi. Revue des Nouvelles Technologies de l'Information, pages 1-16, June 2008.
  • Recent advances in the use of SVM for functional data classification (conference) Nathalie Villa and Fabrice Rossi. In Functional and Operatorial Statistics (Proceedings of 1rst International Workshop on Functional and Operatorial Statistics, IWFOS 2008), edited by Sophie Dabo-Niang and Frédéric Ferraty, pages 273-280, Toulouse (France), June 2008.
  • Constrained variable clustering for functional data representation (conference) Fabrice Rossi and Yves Lechevallier. In Proceedings of the first joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society (SFC-CLADAG 2008), Caserta, Italy, June 2008.
  • Mining a medieval social network by kernel SOM and related methods (invited conference) Nathalie Villa, Fabrice Rossi and Quoc-Dinh Truong. In Proceedings of Modèles et Apprentissages en Sciences Humaines et Sociales (MASHS 2008), Créteil (France), June 2008.
  • Consistency of Derivative Based Functional Classifiers on Sampled Data (conference) Fabrice Rossi and Nathalie Villa. In Proceedings of XVIth European Symposium on Artificial Neural Networks (ESANN 2008), pages 445-450, Bruges (Belgium), April 2008.
  • Progress in modeling, theory, and application of computational intelligence (editorial) Fabrice Rossi, Michael Biehl and Cecilio Angulo. Neurocomputing, volume 71, number 7-9, pages 1117-1119, March 2008.
  • Batch kernel SOM and related Laplacian methods for social network analysis (article) Romain Boulet, Bertrand Jouve, Fabrice Rossi and Nathalie Villa. Neurocomputing, volume 71, number 7-9, pages 1257-1273, March 2008.
  • A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis (article) Catherine Krier, Fabrice Rossi, Damien François and Michel Verleysen. Chemometrics and Intelligent Laboratory Systems, volume 91, number 1, pages 43-53, March 2008.
  • Introduction à l'apprentissage statistique (invited conference) Fabrice Rossi. In Actes du premier workshop du Réseau Africain de Statistique Mathématique et ses Applications (RASMA), Franceville (Gabon), January 2008.
  • Multi-Layer Perceptron and Symbolic Data (chapter) Fabrice Rossi and Brieuc Conan-Guez. In Symbolic Data Analysis and the SODAS Software, edited by Edwin Diday and Monique Noirhomme-Fraiture, pages 373-391, January 2008.
  • Estimation de redondance pour le clustering de variables spectrales (conference) Damien François, Catherine Krier, Fabrice Rossi and Michel Verleysen. In Actes des 10èmes journées Européennes Agro-industrie et Méthodes statistiques (Agrostat 2008), pages 55-61, Louvain-la-Neuve (Belgique), January 2008.

2007 bibtex

  • Estimation de redondance conditionnelle par plus proches voisins, application au clustering de variables spectrales (conference) Damien François, Catherine Krier, Fabrice Rossi and Michel Verleysen. In Actes de la conférence Chimiométrie 2007, pages 43-46, Lyon (France), November 2007.
  • Construction and Analysis of Evolving Data Summaries: an Application on Web Usage Data (conference) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Proceedings of the seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007), edited by Luiza Mourelle, Nadia Nedjah and Janusz Kacprzyk, pages 377-380, Rio de Janeiro (Brazil), October 2007.
  • A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graph (conference) Nathalie Villa and Fabrice Rossi. In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 07) , Bielefeld (Germany), September 2007.
  • Topographic Processing of Relational Data (conference) Barbara Hammer, Alexander Hasenfuss, Fabrice Rossi and Marc Strickert. In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 07) , Bielefeld (Germany), September 2007.
  • Accelerating Relational Clustering Algorithms With Sparse Prototype Representation (conference) Fabrice Rossi, Alexander Hasenfuss and Barbara Hammer. In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 07) , Bielefeld (Germany), September 2007.
  • Clustering Strategies for Detecting Changes on Web Usage Data (conference) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Bulletin of the International Statistical Institute (Proceedings of the 56th Session of the International Statistical Institute), edited by Ivette Gomes, José Alberto Pinto Martins and José Alberto Silva, volume LXII, pages 3769-3772, Lisbon (Portugal), August 2007.
  • Discrimination de fonctions par machine à vecteurs de support (invited conference) Fabrice Rossi and Nathalie Villa. In 5èmes journées de statistique fonctionnelle et opérationnelle, Lille (France), June 2007.
  • Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound (conference) Brieuc Conan-Guez and Fabrice Rossi. In Computational and Ambient Intelligence (Proceedings of 9th International Work-Conference on Artificial Neural Networks, IWANN 2007), edited by Francisco Sandoval, Alberto Prieto, Joan Cabestany and Manuel Graña, volume 4507, pages 203-210, San Sebastián (Spain), June 2007.
  • Groupement de données évolutives dans la fouille d'usage du Web (conference) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Actes des 39èmes Journées de Statistique de la SFdS, Angers (France), June 2007.
  • Fast Selection of Spectral Variables with B-Spline Compression (article) Fabrice Rossi, Damien François, Vincent Wertz and Michel Verleysen. Chemometrics and Intelligent Laboratory Systems, volume 86, number 2, pages 208-218, April 2007.
  • Feature clustering and mutual information for the selection of variables in spectral data (conference) Catherine Krier, Fabrice Rossi, Damien François and Michel Verleysen. In Proceedings of XVth European Symposium on Artificial Neural Networks (ESANN 2007), pages 157-162, Bruges (Belgium), April 2007.
  • Model collisions in the dissimilarity SOM (conference) Fabrice Rossi. In Proceedings of XVth European Symposium on Artificial Neural Networks (ESANN 2007), pages 25-30, Bruges (Belgium), April 2007.
  • Advances in computational intelligence and learning (editorial) Michael Biehl, Erzsébet Merényi and Fabrice Rossi. Neurocomputing, volume 70, number 7-9, pages 1117-1119, March 2007.
  • Resampling methods for parameter-free and robust feature selection with mutual information (article) Damien François, Fabrice Rossi, Vincent Wertz and Michel Verleysen. Neurocomputing, volume 70, number 7-9, pages 1276-1288, March 2007.
  • Construction et analyse de résumés de données évolutives : application aux données d'usage du Web (conference) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Actes des 7ème journées Extraction et Gestion des Connaissances (EGC 2007), volume II, pages 539-544, Namur (Belgique), January 2007.
  • Classifications non supervisées de données évolutives : application au Web Usage Mining (conference) Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi and Francisco De Carvalho. In Actes de l'atelier Flux de données, 7ème journées Extraction et Gestion des Connaissances (EGC 2007), pages 31-40, Namur (Belgique), January 2007.

2006 bibtex

  • Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités (article) Aïcha El Golli, Fabrice Rossi, Brieuc Conan-Guez and Yves Lechevallier. Revue de Statistique Appliquée, volume LIV, number 3, pages 33-64, 2006.
  • Contribution à l'analyse des données complexes (docent thesis) Fabrice Rossi.
  • Un résultat de consistance pour des SVM fonctionnels par interpolation spline (article) Nathalie Villa and Fabrice Rossi. Comptes Rendus Mathématiques, volume 343, number 8, pages 555-560, October 2006.
  • A functional approach to variable selection in spectrometric problems (conference) Fabrice Rossi, Damien François, Vincent Wertz and Michel Verleysen. In Artificial Neural Networks (Proceedings of 16th International Conference on Artificial Neural Networks, ICANN 2006), edited by Stefanos Kollias, Andreas Stafylopatis, Wodzisaw Duch and Erkki Oja, pages 11-20, Athens, Greece, September 2006.
  • Un algorithme efficace pour les cartes auto-organisatrices de Kohonen appliquées aux tableaux de dissimilarités (conference) Brieuc Conan-Guez, Fabrice Rossi and Aïcha El Golli. In Actes des treizièmes rencontres de la Société Francophone de Classification, edited by Mohamed Nadif and François-Xavier Jollois, pages 73-76, Metz (France), September 2006.
  • Dissimilarities for Web Usage Mining (conference) Fabrice Rossi, Francisco De Carvalho, Yves Lechevallier and Alzennyr Da Silva. In Data Science and Classification (Proceedings of IFCS 2006), edited by Vladimir Batagelj, Hans-Hermann Bock, Anuška Ferligoj and Aleš Žiberna, pages 39-46, Ljubljana, Slovenia, July 2006.
  • Visualization Methods for Metric Studies (invited conference) Fabrice Rossi. In Proceedings of the International Workshop on Webometrics, Informetrics and Scientometrics, pages 356-366, Nancy, France, May 2006.
  • Visual Data Mining and Machine Learning (conference) Fabrice Rossi. In Proceedings of XIVth European Symposium on Artificial Neural Networks (ESANN 2006), pages 251-264, Bruges (Belgium), April 2006.
  • LS-SVM functional network for time series prediction (conference) Tuomas Kärnä, Fabrice Rossi and Amaury Lendasse. In Proceedings of XIVth European Symposium on Artificial Neural Networks (ESANN 2006), pages 473-478, Bruges (Belgium), April 2006.
  • Support Vector Machine For Functional Data Classification (article) Fabrice Rossi and Nathalie Villa. Neurocomputing, volume 69, number 7-9, pages 730-742, March 2006.
  • New Issues in Neurocomputing (editorial) Jochen J. Steil, Gavin C. Cawley and Fabrice Rossi. Neurocomputing, volume 69, number 7-9, pages 625-626, March 2006.
  • Mutual information for the selection of relevant variables in spectrometric nonlinear modelling (article) Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz and Michel Verleysen. Chemometrics and Intelligent Laboratory Systems, volume 80, number 2, pages 215-226, February 2006.
  • Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs (article) Fabrice Rossi and Brieuc Conan-Guez. Neural Processing Letters, volume 23, number 1, pages 55-70, February 2006.
  • SVM fonctionnels par interpolation spline (conference) Nathalie Villa and Fabrice Rossi. In Actes des 38èmes Journées de Statistique de la SFDS, Clamart (France), May - May 2006.
  • Comparaison de dissimilarités pour l'analyse de l'usage d'un site web (conference) Fabrice Rossi, Francisco De Carvalho, Yves Lechevallier and Alzennyr Da Silva. In Actes des 6ème journées Extraction et Gestion des Connaissances (EGC 2006), Revue des Nouvelles Technologies de l'Information (RNTI-E-6), edited by Gilbert Ritschard and Chabane Djeraba, volume II, pages 409-414, Villeneuve d'Ascq (France), January 2006.
  • Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps (article) Brieuc Conan-Guez, Fabrice Rossi and Aïcha El Golli. Neural Networks, volume 19, number 6-7, pages 855-863, July - August 2006.

2005 bibtex

  • Sélection de groupes de variables spectrales par information mutuelle grâce à une représentation spline (conference) Fabrice Rossi, Damien François, Vincent Wertz and Michel Verleysen. In Actes de la conférence Chimiométrie 2005, pages 52-55, Villeneuve d'Ascq (France), December 2005.
  • A Fast Algorithm for the Self-Organizing Map on Dissimilarity Data (conference) Brieuc Conan-Guez, Fabrice Rossi and Aïcha El Golli. In Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM 2005), pages 561-568, Paris (France), September 2005.
  • Classification in Hilbert Spaces with Support Vector Machines (invited conference) Fabrice Rossi and Nathalie Villa. In Proceedings of the XIth International Symposium on Applied Stochastic Models and Data Analysis (ASMDA 2005), pages 635-642, Brest (France), May 2005.
  • Support Vector Machine For Functional Data Classification (conference) Nathalie Villa and Fabrice Rossi. In Proceedings of XIIIth European Symposium on Artificial Neural Networks (ESANN 2005), pages 467-472, Bruges (Belgium), April 2005.
  • Usage Guided Clustering of Web Pages with the Median Self Organizing Map (conference) Fabrice Rossi, Aïcha El Golli and Yves Lechevallier. In Proceedings of XIIIth European Symposium on Artificial Neural Networks (ESANN 2005), pages 351-356, Bruges (Belgium), April 2005.
  • Representation of Functional Data in Neural Networks (article) Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez and Michel Verleysen. Neurocomputing, volume 64, pages 183-210, March 2005.
  • Visualisation de la perception d'un site web par ses utilisateurs (conference) Fabrice Rossi, Yves Lechevallier and Aïcha El Golli. In Actes des 5ème journées Extraction et Gestion des Connaissances (EGC 2005), Revue des Nouvelles Technologies de l'Information (RNTI-E-3), edited by S. Pinzon and N. Vincent, volume II, pages 563-574, Paris (France), January 2005.
  • Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis (article) Fabrice Rossi and Brieuc Conan-Guez. Neural Networks, volume 18, number 1, pages 45-60, January 2005.
  • Estimation consistante des paramètres d'un modèle non linéaire pour des données fonctionnelles discrétisées aléatoirement (article) Fabrice Rossi and Brieuc Conan-Guez. Comptes rendus de l'Académie des Sciences - Série I, volume 340, number 2, pages 167-170, January 2005.
  • Un modèle neuronal pour la régression et la discrimination sur données fonctionnelles (article) Fabrice Rossi and Brieuc Conan-Guez. Revue de Statistique Appliquée, volume LIII, number 4, pages 5-30, 2005.

2004 bibtex

  • Sélection de variables spectrales par information mutuelle multivariée pour la construction de modèles non-linéaires (conference) Amaury Lendasse, Damien François, Fabrice Rossi, Vincent Wertz and Michel Verleysen. In Actes de la conférence Chimiométrie 2004, pages 44-47, Paris (France), December 2004.
  • Self Organizing Map and Symbolic Data (article) Aïcha El Golli, Brieuc Conan-Guez and Fabrice Rossi. Journal of Symbolic Data Analysis, volume 2, number 1, November 2004.
  • Une application des cartes topologiques auto-organisatrices à l'analyse des fichiers Logs (conference) Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi, Doru Tanasa, Brigitte Trousse and Yves Lechevallier. In Actes des onzièmes journées de la Société Francophone de Classification, pages 181-184, Bordeaux (France), September 2004.
  • Phoneme Discrimination with Functional Multilayer Perceptron (conference) Brieuc Conan-Guez and Fabrice Rossi. In Classification, Clustering, and Data Mining Applications (Proceedings of IFCS 2004), edited by D. Banks, L. House, F. R. McMorris, P. Arabie and W. Gaul, pages 157-165, Chicago, Illinois (USA), July 2004.
  • A Self Organizing Map for dissimilarity data (conference) Aïcha El Golli, Brieuc Conan-Guez and Fabrice Rossi. In Classification, Clustering, and Data Mining Applications (Proceedings of IFCS 2004), edited by D. Banks, L. House, F. R. McMorris, P. Arabie and W. Gaul, pages 61-68, Chicago, Illinois (USA), July 2004.
  • Clustering Functional Data with the SOM algorithm (conference) Fabrice Rossi, Brieuc Conan-Guez and Aïcha El Golli. In Proceedings of XIIth European Symposium on Artificial Neural Networks (ESANN 2004), pages 305-312, Bruges (Belgium), April 2004.
  • Functional Preprocessing for Multilayer Perceptrons (conference) Fabrice Rossi and Brieuc Conan-Guez. In Proceedings of XIIth European Symposium on Artificial Neural Networks (ESANN 2004), pages 319-324, Bruges (Belgium), April 2004.
  • Functional Radial Basis Function Network (conference) Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez and Michel Verleysen. In Proceedings of XIIth European Symposium on Artificial Neural Networks (ESANN 2004), pages 313-318, Bruges (Belgium), April 2004.
  • Procédé de traitement de données, logiciel associé (patent) Mireille Summa, Frédérick Vautrain, Mathieu Barrault and Fabrice Rossi.

2003 bibtex

  • Estimation consistante d'un modèle paramétrique fonctionnel en présence de discrétisation aléatoire (conference) Fabrice Rossi and Brieuc Conan-Guez. In Actes des 35èmes journées de Statistique de la SFdS, pages 819-822, Lyon (France), June 2003.

2002 bibtex

  • Approche Régularisée du Traitement de Données Fonctionnelles par un Perceptron Multi-Couches (conference) Brieuc Conan-Guez and Fabrice Rossi. In Actes des neuvièmes journées de la Société Francophone de Classification , pages 169-172, Toulouse (France), September 2002.
  • Modélisation supervisée de données fonctionnelles par perceptron multi-couches (invited conference) Fabrice Rossi and Brieuc Conan-Guez. In Actes des neuvièmes journées de la Société Francophone de Classification, pages 93-100, Toulouse (France), September 2002.
  • Traitement neuronal de données fonctionnelles : approche directe et approche par représentation régulière (invited conference) Brieuc Conan-Guez and Fabrice Rossi. In Journées MAS, Grenoble, September 2002.
  • Multilayer Perceptrons for Functional Data Analysis: a Projection Based Approach (conference) Brieuc Conan-Guez and Fabrice Rossi. In Artificial Neural Networks (Proceedings of ICANN 2002), edited by José R. Dorronsoro, volume 2415, pages 667-672, Madrid (Spain), August 2002.
  • Multilayer Perceptron on Interval Data (conference) Fabrice Rossi and Brieuc Conan-Guez. In Classification, Clustering, and Data Analysis (Proceedings of IFCS 2002), edited by A. Sokolowski K. Jajuga and H.-H. Bock, pages 427-434, Cracow (Poland), July 2002.
  • Functional Data Analysis With Multilayer Perceptrons (conference) Fabrice Rossi, Brieuc Conan-Guez and François Fleuret. In Proceedings of the 2002 International Joint Conference on Neural Network (IJCNN 2002), volume 3, pages 2843-2848, Honolulu, Hawai (USA), May 2002.
  • Theoretical Properties of Functional Multilayer Perceptrons (conference) Fabrice Rossi, Brieuc Conan-Guez and François Fleuret. In Proceedings of Xth European Symposium on Artificial Neural Networks (ESANN 2002), pages 7-12, Bruges (Belgium), April 2002.

2000 bibtex

  • Expert Constrained Clustering: A Symbolic Approach (conference) Fabrice Rossi and Frédérick Vautrain. In Proceedings of the 4th European Symposium on Principles of Data Mining and Knowledge Discovery, edited by Djamel Zighed, Jan Komorowski and Jan Zytkow, pages 605-612, Lyon, September 2000.

1999 bibtex

  • Traitement symbolique de contraintes expertes en classification automatique (conference) Fabrice Rossi and Frédérick Vautrain. In Actes des Septièmes journées de la Société Francophone de Classification, edited by A. Napoli F. Le Ber and A. Simon, pages 221-227, Nancy (France), September 1999.

1998 bibtex

  • Deux méthodes de segmentation sur un tableau de données symboliques (conference) Jean-Pascal Aboa Yapo, Barnabé Tang Ahanda, Richard Emilion and Fabrice Rossi. In Actes des Sixièmes journées de la Société Francophone de Classification, Montpellier (France), September 1998.

1997 bibtex

  • Geometrical Selection of Important Inputs with Feedforward Neural Network (conference) Fabrice Rossi. In Proceedings of the third International Conference on Artificial Neural Nets and Genetic Algorithms (ICANNGA 1997), edited by D. W. Pearson, N. C. Steele and R. F. Albrecht, April 1997.

1996 bibtex

  • Calcul de différentielles dans les réseaux de neurones généralisés : algorithmes, complexité, implantation logicielle et applications (PhD thesis) Fabrice Rossi.
  • Attribute Suppression with Multilayer Perceptron (conference) Fabrice Rossi. In Proceedings of the CESA Multiconference, volume Symposium on Robotics and Cybernetics, pages 542-547, Lille (France), July 1996.
  • Second Differentials in Arbitrary Feed-Forward Neural Networks (conference) Fabrice Rossi. In Proceedings of the IEEE International Conference on Neural Networks, volume I, pages 418-423, Washington (USA), June 1996.

1995 bibtex

  • Generic Back-Propagation in Arbitrary Feedforward Neural Networks (conference) Cédric Gégout, Bernard Girau and Fabrice Rossi. In Proceedings of the second International Conference on Artificial Neural Nets and Genetic Algorithms (ICANNGA 1995), edited by D. W. Pearson, N. C. Steele and R. F. Albrecht, pages 168-171, Alès (France), April 1995.

1994 bibtex

  • NSK, un noyau pour la simulation orientée objets de réseaux de neurones (conference) Cédric Gégout, Bernard Girau and Fabrice Rossi. In Actes des journées internationales sur Les Réseaux Neuromimétiques et leurs Applications, pages 123-131, Marseille (France), December 1994.
  • Initialisation des Réseaux de Neurones Non Récurrents à coefficients réels par Algorithmes Evolutionnistes (conference) Cédric Gégout and Fabrice Rossi. In Actes des journées internationales sur Les Réseaux Neuromimétiques et leurs Applications, pages 416-424, Marseille (France), December 1994.
  • NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks (conference) Cédric Gégout, Bernard Girau and Fabrice Rossi. In Proceedings of the Sixth International Conference on Tools with Artificial Intelligence (TAI 1994), pages 93-104, New Orleans, Louisiana (USA), November 1994.
  • Geometrical Initialization, Parametrization and Control of Multilayer Perceptrons: Application to Function Approximation (conference) Fabrice Rossi and Cédric Gégout. In Proceedings of the IEEE International Conference on Neural Networks and of the IEEE World Congress on Computational Intelligence (WCCI 1994), volume I, pages 546-550, Orlando, Florida (USA), June 1994.