2009 | ||
---|---|---|
46 | Géraldine Ebrard, Miguel A. Fernández, Jean-Frédéric Gerbeau, Fabrice Rossi, Nejib Zemzemi: From Intracardiac Electrograms to Electrocardiograms: Models and Metamodels. FIMH 2009: 524-533 | |
45 | 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 | |
44 | Michel Verleysen, Fabrice Rossi, Damien François: Advances in Feature Selection with Mutual Information CoRR abs/0909.0635: (2009) | |
43 | Barbara Hammer, Alexander Hasenfuß, Fabrice Rossi: Median topographic maps for biomedical data sets CoRR abs/0909.0638: (2009) | |
2008 | ||
42 | Alexander Hasenfuss, Barbara Hammer, Fabrice Rossi: Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets. ANNPR 2008: 1-12 | |
41 | Fabrice Rossi, Nathalie Villa: Consistency of Derivative Based Functional Classifiers on Sampled Data. ESANN 2008: 445-450 | |
40 | Fabrice Rossi, Brieuc Conan-Guez: Multi-Layer Perceptrons and Symbolic Data CoRR abs/0802.0251: (2008) | |
39 | Brieuc Conan-Guez, Fabrice Rossi: Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation CoRR abs/0802.0252: (2008) | |
38 | 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 | Fabrice Rossi, Michael Biehl, Cecilio Angulo Bahón: Progress in modeling, theory, and application of computational intelligence. Neurocomputing 71(7-9): 1117-1119 (2008) | |
36 | 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 | 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 | Fabrice Rossi: Model collisions in the dissimilarity SOM. ESANN 2007: 25-30 | |
32 | Brieuc Conan-Guez, Fabrice Rossi: Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. IWANN 2007: 203-210 | |
31 | 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 | Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli: Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps CoRR abs/0709.3461: (2007) | |
29 | 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 | Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi: Self-organizing maps and symbolic data CoRR abs/0709.3587: (2007) | |
27 | 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 | 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 | Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen: Representation of Functional Data in Neural Networks CoRR abs/0709.3641: (2007) | |
24 | Fabrice Rossi, Brieuc Conan-Guez: Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis CoRR abs/0709.3642: (2007) | |
23 | Michael Biehl, Erzsébet Merényi, Fabrice Rossi: Advances in computational intelligence and learning. Neurocomputing 70(7-9): 1117-1119 (2007) | |
22 | 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 | Fabrice Rossi: Visual Data Mining and Machine Learning. ESANN 2006: 251-264 | |
19 | Tuomas Kärnä, Fabrice Rossi, Amaury Lendasse: LS-SVM functional network for time series prediction. ESANN 2006: 473-478 | |
18 | Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen: A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20 | |
17 | Fabrice Rossi, Brieuc Conan-Guez: Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs CoRR abs/cs/0604001: (2006) | |
16 | 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 | Fabrice Rossi, Brieuc Conan-Guez: Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. Neural Processing Letters 23(1): 55-70 (2006) | |
14 | Jochen J. Steil, Gavin C. Cawley, Fabrice Rossi: New Issues in Neurocomputing. Neurocomputing 69(7-9): 625-626 (2006) | |
13 | 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 | Fabrice Rossi, Aïcha El Golli, Yves Lechevallier: Usage Guided Clustering of Web Pages with the Median Self Organizing Map. ESANN 2005: 351-356 | |
10 | Nathalie Villa, Fabrice Rossi: Support Vector Machine For Functional Data Classification. ESANN 2005: 467-472 | |
9 | 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 | Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen: Representation of functional data in neural networks. Neurocomputing 64: 183-210 (2005) | |
2004 | ||
7 | Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli: Clustering functional data with the SOM algorithm. ESANN 2004: 305-312 | |
6 | Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen: Functional radial basis function networks. ESANN 2004: 313-318 | |
5 | 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 | Brieuc Conan-Guez, Fabrice Rossi: Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. ICANN 2002: 667-672 | |
2000 | ||
2 | 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 |