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Isabelle Guyon: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Isabelle Guyon, Nada Matic, Vladimir Vapnik
    Discovering Informative Patterns and Data Cleaning. [Citation Graph (1, 0)][DBLP]
    KDD Workshop, 1994, pp:145-156 [Conf]
  2. Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik
    A Training Algorithm for Optimal Margin Classifiers. [Citation Graph (0, 0)][DBLP]
    COLT, 1992, pp:144-152 [Conf]
  3. Isabelle Guyon, Fernando Pereira
    Design of a linguistic postprocessor using variable memory length Markov models. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1995, pp:454-457 [Conf]
  4. Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah
    Signature Verification Using a Siamese Time Delay Neural Network. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:737-744 [Conf]
  5. John S. Denker, W. R. Gardner, Hans Peter Graf, Donnie Henderson, R. E. Howard, Wayne E. Hubbard, Lawrence D. Jackel, Henry S. Baird, Isabelle Guyon
    Neural Network Recognizer for Hand-Written Zip Code Digits. [Citation Graph (0, 0)][DBLP]
    NIPS, 1988, pp:323-331 [Conf]
  6. Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz
    High Order Neural Networks for Efficient Associative Memory Design. [Citation Graph (0, 0)][DBLP]
    NIPS, 1987, pp:233-241 [Conf]
  7. Isabelle Guyon, Bernhard E. Boser, Vladimir Vapnik
    Automatic Capacity Tuning of Very Large VC-Dimension Classifiers. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:147-155 [Conf]
  8. Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror
    Result Analysis of the NIPS 2003 Feature Selection Challenge. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  9. Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla
    Structural Risk Minimization for Character Recognition. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:471-479 [Conf]
  10. Rodolfo A. Milito, Isabelle Guyon, Sara A. Solla
    Neural Network Implementation of Admission Control. [Citation Graph (0, 0)][DBLP]
    NIPS, 1990, pp:493-499 [Conf]
  11. Markus Schenkel, H. Weissman, Isabelle Guyon, C. Nohl, Donnie Henderson
    Recognition-Based Segmentation of On-Line Hand-Printed Words. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:723-730 [Conf]
  12. Asa Ben-Hur, André Elisseeff, Isabelle Guyon
    A Stability Based Method for Discovering Structure in Clustered Data. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2002, pp:6-17 [Conf]
  13. Jane Bromley, James W. Bentz, Léon Bottou, Isabelle Guyon, Yann LeCun, Cliff Moore, Eduard Säckinger, Roopak Shah
    Signature Verification Using A "Siamese" Time Delay Neural Network. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1993, v:7, n:4, pp:669-688 [Journal]
  14. Isabelle Guyon, André Elisseeff
    An Introduction to Variable and Feature Selection. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:3, n:, pp:1157-1182 [Journal]
  15. Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik
    Gene Selection for Cancer Classification using Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:46, n:1-3, pp:389-422 [Journal]
  16. Isabelle Guyon, John Makhoul, Richard M. Schwartz, Vladimir Vapnik
    What Size Test Set Gives Good Error Rate Estimates?. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1998, v:20, n:1, pp:52-64 [Journal]
  17. Isabelle Guyon, P. Albrecht, Yann LeCun, John S. Denker, Wayne E. Hubbard
    Design of a neural network character recognizer for a touch terminal. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1991, v:24, n:2, pp:105-119 [Journal]
  18. H. Weissman, Markus Schenkel, Isabelle Guyon, C. Nohl, Donnie Henderson
    Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1994, v:27, n:3, pp:405-420 [Journal]
  19. Isabelle Guyon, Jiwen Li, Theodor Mader, Patrick A. Pletscher, Georg Schneider, Markus Uhr
    Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:12, pp:1438-1444 [Journal]

  20. Agnostic Learning vs. Prior Knowledge Challenge. [Citation Graph (, )][DBLP]


  21. PerformancePrediction Challenge. [Citation Graph (, )][DBLP]


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