2008 |
23 | EE | Isabelle Guyon,
Amir Saffari,
Gideon Dror,
Gavin C. Cawley:
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge.
Neural Networks 21(2-3): 544-550 (2008) |
2007 |
22 | EE | Isabelle Guyon,
Amir Saffari,
Gideon Dror,
Gavin C. Cawley:
Agnostic Learning vs. Prior Knowledge Challenge.
IJCNN 2007: 829-834 |
21 | EE | 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.
Pattern Recognition Letters 28(12): 1438-1444 (2007) |
2006 |
20 | EE | Isabelle Guyon,
Amir Reza Saffari Azar Alamdari,
Gideon Dror,
Joachim M. Buhmann:
PerformancePrediction Challenge.
IJCNN 2006: 1649-1656 |
2004 |
19 | EE | Isabelle Guyon,
Steve R. Gunn,
Asa Ben-Hur,
Gideon Dror:
Result Analysis of the NIPS 2003 Feature Selection Challenge.
NIPS 2004 |
2003 |
18 | EE | Isabelle Guyon,
André Elisseeff:
An Introduction to Variable and Feature Selection.
Journal of Machine Learning Research 3: 1157-1182 (2003) |
2002 |
17 | EE | Asa Ben-Hur,
André Elisseeff,
Isabelle Guyon:
A Stability Based Method for Discovering Structure in Clustered Data.
Pacific Symposium on Biocomputing 2002: 6-17 |
16 | | Isabelle Guyon,
Jason Weston,
Stephen Barnhill,
Vladimir Vapnik:
Gene Selection for Cancer Classification using Support Vector Machines.
Machine Learning 46(1-3): 389-422 (2002) |
1998 |
15 | EE | Isabelle Guyon,
John Makhoul,
Richard M. Schwartz,
Vladimir Vapnik:
What Size Test Set Gives Good Error Rate Estimates?.
IEEE Trans. Pattern Anal. Mach. Intell. 20(1): 52-64 (1998) |
1996 |
14 | | Isabelle Guyon,
Nada Matic,
Vladimir Vapnik:
Discovering Informative Patterns and Data Cleaning.
Advances in Knowledge Discovery and Data Mining 1996: 181-203 |
1995 |
13 | EE | Isabelle Guyon,
Fernando Pereira:
Design of a linguistic postprocessor using variable memory length Markov models.
ICDAR 1995: 454-457 |
1994 |
12 | | Isabelle Guyon,
Nada Matic,
Vladimir Vapnik:
Discovering Informative Patterns and Data Cleaning.
KDD Workshop 1994: 145-156 |
11 | EE | H. Weissman,
Markus Schenkel,
Isabelle Guyon,
C. Nohl,
Donnie Henderson:
Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation.
Pattern Recognition 27(3): 405-420 (1994) |
1993 |
10 | EE | Jane Bromley,
Isabelle Guyon,
Yann LeCun,
Eduard Säckinger,
Roopak Shah:
Signature Verification Using a Siamese Time Delay Neural Network.
NIPS 1993: 737-744 |
9 | | 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.
IJPRAI 7(4): 669-688 (1993) |
1992 |
8 | EE | Bernhard E. Boser,
Isabelle Guyon,
Vladimir Vapnik:
A Training Algorithm for Optimal Margin Classifiers.
COLT 1992: 144-152 |
7 | EE | Isabelle Guyon,
Bernhard E. Boser,
Vladimir Vapnik:
Automatic Capacity Tuning of Very Large VC-Dimension Classifiers.
NIPS 1992: 147-155 |
6 | EE | Markus Schenkel,
H. Weissman,
Isabelle Guyon,
C. Nohl,
Donnie Henderson:
Recognition-Based Segmentation of On-Line Hand-Printed Words.
NIPS 1992: 723-730 |
1991 |
5 | EE | Isabelle Guyon,
Vladimir Vapnik,
Bernhard E. Boser,
Léon Bottou,
Sara A. Solla:
Structural Risk Minimization for Character Recognition.
NIPS 1991: 471-479 |
4 | EE | Isabelle Guyon,
P. Albrecht,
Yann LeCun,
John S. Denker,
Wayne E. Hubbard:
Design of a neural network character recognizer for a touch terminal.
Pattern Recognition 24(2): 105-119 (1991) |
1990 |
3 | EE | Rodolfo A. Milito,
Isabelle Guyon,
Sara A. Solla:
Neural Network Implementation of Admission Control.
NIPS 1990: 493-499 |
1988 |
2 | EE | 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.
NIPS 1988: 323-331 |
1987 |
1 | EE | Gérard Dreyfus,
Isabelle Guyon,
Jean-Pierre Nadal,
Léon Personnaz:
High Order Neural Networks for Efficient Associative Memory Design.
NIPS 1987: 233-241 |