2009 |
43 | EE | Alzennyr Da Silva,
Yves Lechevallier,
Fabrice Rossi,
Francisco de A. T. de Carvalho:
Clustering Dynamic Web Usage Data.
Innovative Applications in Data Mining 2009: 71-82 |
2008 |
42 | EE | Alexander Hasenfuss,
Barbara Hammer,
Fabrice Rossi:
Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets.
ANNPR 2008: 1-12 |
41 | EE | Fabrice Rossi,
Nathalie Villa:
Consistency of Derivative Based Functional Classifiers on Sampled Data.
ESANN 2008: 445-450 |
40 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Multi-Layer Perceptrons and Symbolic Data
CoRR abs/0802.0251: (2008) |
39 | EE | Brieuc Conan-Guez,
Fabrice Rossi:
Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation
CoRR abs/0802.0252: (2008) |
38 | EE | Catherine Krier,
Fabrice Rossi,
Damien François,
Michel Verleysen:
A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis
CoRR abs/0802.0287: (2008) |
37 | EE | Fabrice Rossi,
Michael Biehl,
Cecilio Angulo Bahón:
Progress in modeling, theory, and application of computational intelligence.
Neurocomputing 71(7-9): 1117-1119 (2008) |
36 | EE | Romain Boulet,
Bertrand Jouve,
Fabrice Rossi,
Nathalie Villa:
Batch kernel SOM and related Laplacian methods for social network analysis.
Neurocomputing 71(7-9): 1257-1273 (2008) |
2007 |
35 | | Alzennyr Da Silva,
Yves Lechevallier,
Fabrice Rossi,
Francisco de A. T. de Carvalho:
Construction et analyse de résumés de données évolutives : application aux données d'usage du Web.
EGC 2007: 539-544 |
34 | EE | Catherine Krier,
Damien François,
Fabrice Rossi,
Michel Verleysen:
Feature clustering and mutual information for the selection of variables in spectral data.
ESANN 2007: 157-162 |
33 | EE | Fabrice Rossi:
Model collisions in the dissimilarity SOM.
ESANN 2007: 25-30 |
32 | EE | Brieuc Conan-Guez,
Fabrice Rossi:
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound.
IWANN 2007: 203-210 |
31 | EE | Fabrice Rossi,
Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
CoRR abs/0709.3427: (2007) |
30 | EE | Brieuc Conan-Guez,
Fabrice Rossi,
Aïcha El Golli:
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
CoRR abs/0709.3461: (2007) |
29 | EE | Aïcha El Golli,
Fabrice Rossi,
Brieuc Conan-Guez,
Yves Lechevallier:
Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités
CoRR abs/0709.3586: (2007) |
28 | EE | Aïcha El Golli,
Brieuc Conan-Guez,
Fabrice Rossi:
Self-organizing maps and symbolic data
CoRR abs/0709.3587: (2007) |
27 | EE | Fabrice Rossi,
Damien François,
Vincent Wertz,
Marc Meurens,
Michel Verleysen:
Fast Selection of Spectral Variables with B-Spline Compression
CoRR abs/0709.3639: (2007) |
26 | EE | Damien François,
Fabrice Rossi,
Vincent Wertz,
Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information
CoRR abs/0709.3640: (2007) |
25 | EE | Fabrice Rossi,
Nicolas Delannay,
Brieuc Conan-Guez,
Michel Verleysen:
Representation of Functional Data in Neural Networks
CoRR abs/0709.3641: (2007) |
24 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis
CoRR abs/0709.3642: (2007) |
23 | EE | Michael Biehl,
Erzsébet Merényi,
Fabrice Rossi:
Advances in computational intelligence and learning.
Neurocomputing 70(7-9): 1117-1119 (2007) |
22 | EE | Damien François,
Fabrice Rossi,
Vincent Wertz,
Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information.
Neurocomputing 70(7-9): 1276-1288 (2007) |
2006 |
21 | | Fabrice Rossi,
Francisco de A. T. de Carvalho,
Yves Lechevallier,
Alzennyr Da Silva:
Comparaison de dissimilarité pour l'analyse de l'usage d'un site web.
EGC 2006: 409-414 |
20 | EE | Fabrice Rossi:
Visual Data Mining and Machine Learning.
ESANN 2006: 251-264 |
19 | EE | Tuomas Kärnä,
Fabrice Rossi,
Amaury Lendasse:
LS-SVM functional network for time series prediction.
ESANN 2006: 473-478 |
18 | EE | Fabrice Rossi,
Damien François,
Vincent Wertz,
Michel Verleysen:
A Functional Approach to Variable Selection in Spectrometric Problems.
ICANN (1) 2006: 11-20 |
17 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs
CoRR abs/cs/0604001: (2006) |
16 | EE | Brieuc Conan-Guez,
Fabrice Rossi,
Aïcha El Golli:
Fast algorithm and implementation of dissimilarity self-organizing maps.
Neural Networks 19(6-7): 855-863 (2006) |
15 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs.
Neural Processing Letters 23(1): 55-70 (2006) |
14 | EE | Jochen J. Steil,
Gavin C. Cawley,
Fabrice Rossi:
New Issues in Neurocomputing.
Neurocomputing 69(7-9): 625-626 (2006) |
13 | EE | Fabrice Rossi,
Nathalie Villa:
Support vector machine for functional data classification.
Neurocomputing 69(7-9): 730-742 (2006) |
2005 |
12 | | Fabrice Rossi,
Yves Lechevallier,
Aïcha El Golli:
Visualisation de la perception d'un site web par ses utilisateurs.
EGC 2005: 563-574 |
11 | EE | Fabrice Rossi,
Aïcha El Golli,
Yves Lechevallier:
Usage Guided Clustering of Web Pages with the Median Self Organizing Map.
ESANN 2005: 351-356 |
10 | EE | Nathalie Villa,
Fabrice Rossi:
Support Vector Machine For Functional Data Classification.
ESANN 2005: 467-472 |
9 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Functional multi-layer perceptron: a non-linear tool for functional data analysis.
Neural Networks 18(1): 45-60 (2005) |
8 | EE | Fabrice Rossi,
Nicolas Delannay,
Brieuc Conan-Guez,
Michel Verleysen:
Representation of functional data in neural networks.
Neurocomputing 64: 183-210 (2005) |
2004 |
7 | EE | Fabrice Rossi,
Brieuc Conan-Guez,
Aïcha El Golli:
Clustering functional data with the SOM algorithm.
ESANN 2004: 305-312 |
6 | EE | Nicolas Delannay,
Fabrice Rossi,
Brieuc Conan-Guez,
Michel Verleysen:
Functional radial basis function networks.
ESANN 2004: 313-318 |
5 | EE | Fabrice Rossi,
Brieuc Conan-Guez:
Functional preprocessing for multilayer perceptrons.
ESANN 2004: 319-324 |
2002 |
4 | | Fabrice Rossi,
Brieuc Conan-Guez,
François Fleuret:
Theoretical properties of functional Multi Layer Perceptrons.
ESANN 2002: 7-12 |
3 | EE | Brieuc Conan-Guez,
Fabrice Rossi:
Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach.
ICANN 2002: 667-672 |
2000 |
2 | EE | Fabrice Rossi,
Frédérick Vautrain:
Expert Constrained Clustering: A Symbolic Approach.
PKDD 2000: 605-612 |
1994 |
1 | | Cédric Gégout,
Bernard Girau,
Fabrice Rossi:
NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks.
ICTAI 1994: 95-104 |