- Constrained variable clustering for functional data representation
- Fast Algorithm and Implementation of Dissimilarity SelfOrganizing Maps
- Dissimilarities for Web Usage Mining Fabrice Rossi 1 , Francisco De Carvalho 2 , Yves Lechevallier 1 , and Alzennyr
- Self-organizing maps and symbolic data Aicha El Golli, Brieuc Conan-Guez, Fabrice Rossi1
- Hierarchical clustering for graph visualization Stephan Clemencon1
- Modelisation supervisee de donnees fonctionnelles par perceptron multicouches 0
- L'intelligence collective Fabrice Rossi
- Acclration des cartes auto-organisatrices sur tableau de dissimilarits par sparation et valuation
- Clustering Functional Data with the SOM Fabrice Rossi
- Communication Challenges in Cloud K-means Matthieu Durut1
- Functional Data Analysis With Multi Layer Perceptrons 0
- Estimation consistante d'un modele parametrique fonctionnel en presence de discretisation aleatoire 0
- Visualisation de la perception d'un site web par ses utilisateurs 1
- Topologically Ordered Graph Clustering via Deterministic Annealing
- Second Differentials in Arbitrary Feed-Forward Neural Networks Fabrice ROSSI
- A functional approach to variable selection in spectrometric problems
- Batch kernel SOM and related Laplacian methods for social network analysis 1
- Functional MultiLayer Perceptron: a Nonlinear Tool for Functional Data Analysis #
- MultiLayer Perceptrons and Symbolic Data Fabrice Rossi #+ and Brieuc ConanGuez .
- Un modele semiparametrique neuronal pour la regression et la discrimination sur donnees fonc
- Patch Relational Neural Gas --Clustering of Huge Dissimilarity Datasets
- Resampling methods for parameterfree and robust feature selection with mutual
- L'intelligence collective Fabrice Rossi
- Generic Back-Propagation in Arbitrary FeedForward Neural Networks Cedric Gegout
- Functional Preprocessing for Multilayer Perceptrons #
- Topographic Processing of Relational Data Barbara Hammer1
- Spatiotemporal Sampling for Trajectory Streams Mohamed K. El Mahrsi, Christine Potier, Georges Hbrail, Fabrice Rossi
- A Fast Algorithm for the SelfOrganizing Map on Dissimilarity Data
- Geometrical Selection of Important Inputs with Feedforward Neural Fabrice ROSSI 1
- Mining a medieval social network by kernel SOM and related methods
- Resampling methods for parameter-free and robust feature selection with mutual
- Functional Radial Basis Function Networks N. Delannay1
- Second Differentials in Arbitrary Feed-Forward Neural Networks Fabrice Rossi Second Differentials in Arbitrary Feed-Forward Neural Networks
- A Fast Algorithm for the Self-Organizing Map on Dissimilarity Data
- Visualization methods for metric studies FABRICE ROSSI
- Model collisions in the dissimilarity SOM Fabrice Rossi
- L'architecture de securite de Java Fabrice Rossi
- Usage Guided Clustering of Web Pages with the Median Self Organizing Map
- K-means on Azure Matthieu Durut
- Ceci est un extrait lectronique d'une publication de Diamond Editions
- Theoretical Properties of Functional Multi Layer Perceptrons #
- Groupement de donn ees evolutives dans la fouille d'usage du Web 1
- NSK, an ObjectOriented Simulator Kernel for Arbitrary Feedforward Neural Networks #
- Representation of Functional Data in Neural Fabrice Rossi a,b,, Nicolas Delannay c,1
- L'architecture de securite de Java Fabrice Rossi
- Second Di#erentials in Arbitrary FeedForward Neural Networks Fabrice Rossi Second Di#erentials in Arbitrary FeedForward Neural Networks #
- Consistency of Derivative Based Functional Classifiers on Sampled Data
- Visual Data Mining and Machine Learning Fabrice Rossi
- Simultaneous Clustering and Segmentation for Functional Data
- Estimation consistante des param`etres d'un mod`ele semi-parametrique pour des donnees fonctionnelles
- Usage Guided Clustering of Web Pages with the Median Self Organizing Map #
- Support Vector Machine For Functional Data Classification #
- Expert Constrained Clustering: a Symbolic Fabrice Rossi ## and Frederick Vautrain
- Multilayer Perceptron on Interval Data # Fabrice Rossi 13 and Brieuc ConanGuez 2
- Deux methodes de segmentation sur un Tableau de Donnees Symboliques1
- Median topographic maps for biomedical data sets
- GNU Scienti c Library Reference Manual
- Topologically Ordered Graph Clustering via Deterministic Annealing
- Modelisation supervisee de donnees fonctionnelles par perceptron multi-couches0
- Java, .NET et les logiciels libres Fabrice Rossi
- SVM fonctionnels par interpolation spline Nathalie Villa & Fabrice Rossi
- Comparaison de dissimilarits pour l'analyse de l'usage d'un Fabrice Rossi
- Initialisation des Reseaux de Neurones Non Recurrents a coe#cients reels par Algorithmes Evolutionnistes 1
- Second Di#erentials in Arbitrary FeedForward Neural Networks # Fabrice ROSSI +
- Construction and Analysis of Evolving Data Summaries: an Application on Web Alzennyr da Silva, Yves Lechevallier,
- Ceci est un extrait lectronique d'une publication de Diamond Editions
- Un algorithme efficace pour les cartes auto-organisatrices de Kohonen appliquees aux tableaux de dissimilarites
- Slection de variables spectrales par information mutuelle multivarie pour la construction de modles non-linaires
- Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
- Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs
- Deux methodes de segmentation sur un Tableau de Donnees Symboliques 1
- Visual Data Mining and Machine Learning Fabrice Rossi
- Functional MultiLayer Perceptron: a Nonlinear Tool for Functional Data Analysis #
- Classification in Hilbert Spaces with Support Vector Machines #
- First International Workshop on Functional and Operatorial Statistics.
- SVM fonctionnels par interpolation spline Nathalie Villa & Fabrice Rossi
- LSSVM Functional Network for Time Series Tuomas Karna 1 , Fabrice Rossi 2 and Amaury Lendasse 1
- Un resultat de consistance pour des SVM fonctionnels par interpolation spline
- Advances in Feature Selection with Mutual Information
- Attribute Suppression with Multi-Layer Perceptron Fabrice ROSSI
- Functional Radial Basis Function Networks N. Delannay +1 , F. Rossi #2 , B. ConanGuez 2 , M. Verleysen 1
- Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
- A General Feedforward Neural Network Model Cedric GEGOUT .## , Bernard GIRAU . & Fabrice ROSSI 1##
- Construction et analyse de rsums de donnes volutives : application aux donnes d'usage du Web
- Visualisation de la perception d'un site web par ses utilisateurs1
- A General Feedforward Neural Network Model Cedric GEGOUT
- Batch kernel SOM and related Laplacian methods for social network analysis 1
- Construction and Analysis of Evolving Data Summaries: an Application on Web Alzennyr da Silva, Yves Lechevallier,
- Ceci est un extrait lectronique d'une publication de Diamond Editions
- Un algorithme efficace pour les cartes autoorganisatrices de Kohonen appliqu ees aux tableaux de dissimilarit es
- Speeding Up the Dissimilarity SelfOrganizing Maps by Branch and Bound
- Support Vector Machine For Functional Data Classification
- Functional MultiLayer Perceptrons # Fabrice Rossi 1+ , Brieuc ConanGuez 2 and Francois Fleuret 2
- Traitement symbolique de contraintes expertes en classification automatique 1
- MultiLayer Perceptrons for Functional Data Analysis: a Projection Based Approach 0
- Advances in Feature Selection with Mutual Information
- Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis
- The structure of a gene network reveals 7 biological sub-graphs underlying eQTLs in pig
- Phoneme Discrimination with Functional MultiLayer Perceptron 0
- Une adaptation des cartes autoorganisatrices pour des donnees decrites par un tableau de
- Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs +
- Model collisions in the dissimilarity SOM Fabrice Rossi
- Estimation consistante des param`etres d'un mod`ele non lineaire pour des donnees
- Support Vector Machine For Functional Data Classification
- Dissimilarities for Web Usage Mining Fabrice Rossi1
- Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
- Ceci est un extrait lectronique d'une publication de Diamond Editions
- Optimizing an Organized Modularity Measure for Topographic Graph Clustering: a Deterministic
- Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation
- Un resultat de consistance pour des SVM fonctionnels par interpolation spline
- Une adaptation des cartes auto-organisatrices pour des donnees decrites par un tableau de
- Support Vector Machine For Functional Data Classification
- Median topographic maps for biomedical data sets
- Multi-Layer Perceptrons and Symbolic Data Fabrice Rossi
- Seeing is believing: The importance of visualization in real-world machine learning
- From intracardiac electrograms to electrocardiograms. Models and metamodels
- Patch Relational Neural Gas Clustering of Huge Dissimilarity Datasets
- Constrained variable clustering for functional data representation
- First International Workshop on Functional and Operatorial Statistics.
- Consistency of Derivative Based Functional Classifiers on Sampled Data
- A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graph
- Clustering Strategies for Detecting Changes on Web Usage Data Da Silva, Alzennyr, Lechevallier, Yves, Rossi, Fabrice
- Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound
- LS-SVM Functional Network for Time Series Tuomas Karna1
- A Self Organizing Map for dissimilarity data0 Aicha El Golli1,2
- Functional Preprocessing for Multilayer Perceptrons
- Multi-layer Perceptron on Interval Data Fabrice Rossi13
- Functional Data Analysis With Multi Layer Perceptrons0
- Theoretical Properties of Functional Multi Layer Perceptrons
- NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks
- Methodes de classification organisee pour la recherche de communautes dans les reseaux
- Groupement de donnees evolutives dans la fouille d'usage du Web 1
- Estimation consistante d'un mod`ele parametrique fonctionnel en presence de discretisation aleatoire0
- NSK, un noyau pour la simulation orientee objets de reseaux de neurones1
- Initialisation des Reseaux de Neurones Non Recurrents `a coefficients reels par Algorithmes Evolutionnistes1
- Functional Multi-Layer Perceptrons Fabrice Rossi1
- Ceci est un extrait lectronique d'une publication de Diamond Editions
- Fast Selection of Spectral Variables with B-Spline Compression
- Une application des cartes topologiques auto-organisatrices `a l'analyse des fichiers Logs0
- Slection de groupes de variables spectrales par information mutuelle grce une reprsentation spline
- Attribute Suppression with MultiLayer Perceptron # Fabrice ROSSI +
- Un modele neuronal pour la regression et la dis crimination sur donnees fonctionnelles 0
- A Self Organizing Map for dissimilarity data 0 A cha El Golli 1,2 , Brieuc ConanGuez 1,2 , and Fabrice Rossi 1,2,3
- Accelerating Relational Clustering Algorithms With Sparse Prototype Representation
- Mining a medieval social network by kernel SOM and related methods
- Phoneme Discrimination with Functional Multi-Layer Perceptron0
- Un mod`ele semi-parametrique neuronal pour la regression et la discrimination sur donnees fonc-
- Multi-Layer Perceptrons for Functional Data Analysis: a Projection Based Approach0
- Un mod`ele neuronal pour la regression et la dis-crimination sur donnees fonctionnelles0
- Constrained variable clustering and the best basis problem in functional data analysis
- Clustering Strategies for Detecting Changes on Web Usage Data Da Silva, Alzennyr, Lechevallier, Yves, Rossi, Fabrice
- Approche Regularisee du Traitement de Donnees Fonctionnelles par un Perceptron MultiCouches 0
- NSK, un noyau pour la simulation orientee objets de reseaux de neurones 1
- Generic BackPropagation in Arbitrary FeedForward Neural Networks # Cedric Gegout .## Bernard Girau . Fabrice Rossi ##+
- Construction et analyse de rsums de donnes volutives : application aux donnes d'usage du Web
- Une application des cartes topologiques autoorganisatrices a l'analyse des fichiers Logs 0
- Classifications non supervises de donnes volutives : application au Web Usage Mining
- Estimation consistante des parametres d'un modele semiparametrique pour des donnees fonctionnelles
- Approche Regularisee du Traitement de Donnees Fonctionnelles par un Perceptron Multi-Couches0
- Feature clustering and mutual information for the selection of variables in spectral data
- Fast Selection of Spectral Variables with BSpline Compression
- Acclration des cartes autoorganisatrices sur tableau de dissimilarits par sparation et valuation
- Comparaison de dissimilarits pour l'analyse de l'usage d'un Fabrice Rossi # , Francisco De Carvalho ## , Yves Lechevallier # , Alzennyr Da Silva #,##
- A functional approach to variable selection in spectrometric problems #
- Clustering Functional Data with the SOM algorithm #
- Geometrical Initialization, Parametrization and Control of Multilayer Perceptrons: Application to Function Approximation 0
- Supervised Variable Clustering for Classification of NIR Spectra
- Geometrical Selection of Important Inputs with Feedforward Neural Fabrice ROSSI1
- Estimation consistante des parametres d'un modele non lineaire pour des donnees
- Representation of Functional Data in Neural Fabrice Rossi a,b,# , Nicolas Delannay c,1 , Brieuc ConanGuez a
- Expert Constrained Clustering: a Symbolic Fabrice Rossi and Frederick Vautrain
- Classifications non supervises de donnes volutives : application au Web Usage Mining
- Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis
- Geometrical Initialization, Parametrization and Control of Multilayer Perceptrons: Application to Function Approximation0
- Classification in Hilbert Spaces with Support Vector Machines
- Traitement symbolique de contraintes expertes en classification automatique1
- Visual Mining of Epidemic Networks Stephan Clemencon1
- Journal de la Socit Franaise de Statistique Reprsentation d'un grand rseau partir d'une
- Consistency of Functional Learning Methods Based on Derivatives
