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Fabrice Rossi: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen
    Functional radial basis function networks. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:313-318 [Conf]
  2. Tuomas Kärnä, Fabrice Rossi, Amaury Lendasse
    LS-SVM functional network for time series prediction. [Citation Graph (0, 0)][DBLP]
    ESANN, 2006, pp:473-478 [Conf]
  3. Fabrice Rossi
    Visual Data Mining and Machine Learning. [Citation Graph (0, 0)][DBLP]
    ESANN, 2006, pp:251-264 [Conf]
  4. Fabrice Rossi, Brieuc Conan-Guez
    Functional preprocessing for multilayer perceptrons. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:319-324 [Conf]
  5. Fabrice Rossi, Brieuc Conan-Guez, François Fleuret
    Theoretical properties of functional Multi Layer Perceptrons. [Citation Graph (0, 0)][DBLP]
    ESANN, 2002, pp:7-12 [Conf]
  6. Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli
    Clustering functional data with the SOM algorithm. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:305-312 [Conf]
  7. Fabrice Rossi, Aïcha El Golli, Yves Lechevallier
    Usage Guided Clustering of Web Pages with the Median Self Organizing Map. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:351-356 [Conf]
  8. Nathalie Villa, Fabrice Rossi
    Support Vector Machine For Functional Data Classification. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:467-472 [Conf]
  9. 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. [Citation Graph (0, 0)][DBLP]
    EGC, 2006, pp:409-414 [Conf]
  10. Fabrice Rossi, Yves Lechevallier, Aïcha El Golli
    Visualisation de la perception d'un site web par ses utilisateurs. [Citation Graph (0, 0)][DBLP]
    EGC, 2005, pp:563-574 [Conf]
  11. 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. [Citation Graph (0, 0)][DBLP]
    EGC, 2007, pp:539-544 [Conf]
  12. Brieuc Conan-Guez, Fabrice Rossi
    Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:667-672 [Conf]
  13. Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen
    A Functional Approach to Variable Selection in Spectrometric Problems. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2006, pp:11-20 [Conf]
  14. Cédric Gégout, Bernard Girau, Fabrice Rossi
    NSK, an Object-Oriented Simulator Kernel for Arbitrary Feedforward Neural Networks. [Citation Graph (0, 0)][DBLP]
    ICTAI, 1994, pp:95-104 [Conf]
  15. Fabrice Rossi, Frédérick Vautrain
    Expert Constrained Clustering: A Symbolic Approach. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:605-612 [Conf]
  16. Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
    Representation of functional data in neural networks. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:64, n:, pp:183-210 [Journal]
  17. Fabrice Rossi, Nathalie Villa
    Support vector machine for functional data classification. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:7-9, pp:730-742 [Journal]
  18. Jochen J. Steil, Gavin C. Cawley, Fabrice Rossi
    New Issues in Neurocomputing. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:7-9, pp:625-626 [Journal]
  19. Fabrice Rossi, Brieuc Conan-Guez
    Functional multi-layer perceptron: a non-linear tool for functional data analysis. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2005, v:18, n:1, pp:45-60 [Journal]
  20. Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
    Fast algorithm and implementation of dissimilarity self-organizing maps. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2006, v:19, n:6-7, pp:855-863 [Journal]
  21. Fabrice Rossi, Brieuc Conan-Guez
    Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:23, n:1, pp:55-70 [Journal]
  22. Brieuc Conan-Guez, Fabrice Rossi
    Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. [Citation Graph (0, 0)][DBLP]
    IWANN, 2007, pp:203-210 [Conf]
  23. Fabrice Rossi, Brieuc Conan-Guez
    Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs [Citation Graph (0, 0)][DBLP]
    CoRR, 2006, v:0, n:, pp:- [Journal]
  24. Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
    Mutual information for the selection of relevant variables in spectrometric nonlinear modelling [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  25. Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
    Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  26. 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 [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  27. Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi
    Self-organizing maps and symbolic data [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  28. Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen
    Fast Selection of Spectral Variables with B-Spline Compression [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  29. Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
    Resampling methods for parameter-free and robust feature selection with mutual information [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  30. Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
    Representation of Functional Data in Neural Networks [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  31. Fabrice Rossi, Brieuc Conan-Guez
    Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  32. Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
    Resampling methods for parameter-free and robust feature selection with mutual information. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:7-9, pp:1276-1288 [Journal]
  33. Michael Biehl, Erzsébet Merényi, Fabrice Rossi
    Advances in computational intelligence and learning. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:7-9, pp:1117-1119 [Journal]

  34. Advances in Feature Selection with Mutual Information. [Citation Graph (, )][DBLP]


  35. Median Topographic Maps for Biomedical Data Sets. [Citation Graph (, )][DBLP]


  36. Model collisions in the dissimilarity SOM. [Citation Graph (, )][DBLP]


  37. Feature clustering and mutual information for the selection of variables in spectral data. [Citation Graph (, )][DBLP]


  38. Consistency of Derivative Based Functional Classifiers on Sampled Data. [Citation Graph (, )][DBLP]


  39. From Intracardiac Electrograms to Electrocardiograms: Models and Metamodels. [Citation Graph (, )][DBLP]


  40. Spatiotemporal sampling for trajectory streams. [Citation Graph (, )][DBLP]


  41. Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets. [Citation Graph (, )][DBLP]


  42. Multi-Layer Perceptrons and Symbolic Data [Citation Graph (, )][DBLP]


  43. Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation [Citation Graph (, )][DBLP]


  44. A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis [Citation Graph (, )][DBLP]


  45. Advances in Feature Selection with Mutual Information [Citation Graph (, )][DBLP]


  46. Median topographic maps for biomedical data sets [Citation Graph (, )][DBLP]


  47. Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation [Citation Graph (, )][DBLP]


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