This is a list of my publications with my former PhD student Brieuc Conan-Guez, ordered by publication date. My full list of publications is here.

  • Dissimilarity Clustering by Hierarchical Multi-Level Refinement (2012) 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.
  • Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation (2008) Brieuc Conan-Guez and Fabrice Rossi. Revue des Nouvelles Technologies de l'Information, pages 1-16, June 2008.
  • Multi-Layer Perceptron and Symbolic Data (2008) 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.
  • Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound (2007) 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.
  • Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités (2006) Aïcha El Golli, Fabrice Rossi, Brieuc Conan-Guez and Yves Lechevallier. Revue de Statistique Appliquée, volume LIV, number 3, pages 33-64, 2006.
  • Un algorithme efficace pour les cartes auto-organisatrices de Kohonen appliquées aux tableaux de dissimilarités (2006) 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.
  • Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps (2006) Brieuc Conan-Guez, Fabrice Rossi and Aïcha El Golli. Neural Networks, volume 19, number 6-7, pages 855-863, July - August 2006.
  • Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs (2006) Fabrice Rossi and Brieuc Conan-Guez. Neural Processing Letters, volume 23, number 1, pages 55-70, February 2006.
  • A Fast Algorithm for the Self-Organizing Map on Dissimilarity Data (2005) 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.
  • Representation of Functional Data in Neural Networks (2005) Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez and Michel Verleysen. Neurocomputing, volume 64, pages 183-210, March 2005.
  • Estimation consistante des paramètres d'un modèle non linéaire pour des données fonctionnelles discrétisées aléatoirement (2005) Fabrice Rossi and Brieuc Conan-Guez. Comptes rendus de l'Académie des Sciences - Série I, volume 340, number 2, pages 167-170, January 2005.
  • Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis (2005) Fabrice Rossi and Brieuc Conan-Guez. Neural Networks, volume 18, number 1, pages 45-60, January 2005.
  • Un modèle neuronal pour la régression et la discrimination sur données fonctionnelles (2005) Fabrice Rossi and Brieuc Conan-Guez. Revue de Statistique Appliquée, volume LIII, number 4, pages 5-30, 2005.
  • Self Organizing Map and Symbolic Data (2004) 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 (2004) 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.
  • A Self Organizing Map for dissimilarity data (2004) 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.
  • Phoneme Discrimination with Functional Multilayer Perceptron (2004) 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.
  • Clustering Functional Data with the SOM algorithm (2004) 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 Radial Basis Function Network (2004) 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.
  • Functional Preprocessing for Multilayer Perceptrons (2004) 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.
  • Estimation consistante d'un modèle paramétrique fonctionnel en présence de discrétisation aléatoire (2003) Fabrice Rossi and Brieuc Conan-Guez. In Actes des 35èmes journées de Statistique de la SFdS, pages 819-822, Lyon (France), June 2003.
  • Approche Régularisée du Traitement de Données Fonctionnelles par un Perceptron Multi-Couches (2002) 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 (2002) 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 (2002) Brieuc Conan-Guez and Fabrice Rossi. In Journées MAS, Grenoble, September 2002.
  • Multilayer Perceptrons for Functional Data Analysis: a Projection Based Approach (2002) 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 (2002) 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 (2002) 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 (2002) 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.