Isabelle Guyon

	2011
36		Isabelle Guyon, Vassilis Athitsos: Demonstrations and live evaluation for the gesture recognition challenge. ICCV Workshops 2011: 461-462
35		Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha: Unsupervised and transfer learning challenge. IJCNN 2011: 793-800
34		Isabelle Guyon, Alexander R. Statnikov, Constantin F. Aliferis: Time Series Analysis with the Causality Workbench. Journal of Machine Learning Research - Proceedings Track 12: 115-139 (2011)
33		Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire: Results of the Active Learning Challenge. Journal of Machine Learning Research - Proceedings Track 16: 19-45 (2011)
	2010
32		Isabelle Guyon, Jean-Philippe Pellet, Alexander R. Statnikov: Development Projects for the CausalityWorkbench. AAAI Spring Symposium: Artificial Intelligence for Development 2010
31		Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire: Design and analysis of the WCCI 2010 active learning challenge. IJCNN 2010: 1-8
30		Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley: Model Selection: Beyond the Bayesian/Frequentist Divide. Journal of Machine Learning Research 11: 61-87 (2010)
29		Isabelle Guyon, Dominik Janzing, Bernhard Schölkopf: Causality: Objectives and Assessment. Journal of Machine Learning Research - Proceedings Track 6: 1-42 (2010)
	2009
28		Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror, David Vogel: Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database. Journal of Machine Learning Research - Proceedings Track 7: 1-22 (2009)
27		Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror, David Vogel: Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database. SIGKDD Explorations 11(2): 68-76 (2009)
	2008
26		Isabelle Guyon, Constantin F. Aliferis, Gregory F. Cooper, André Elisseeff, Jean-Philippe Pellet, Peter Spirtes, Alexander R. Statnikov: Design and Analysis of the Causation and Prediction Challenge. Journal of Machine Learning Research - Proceedings Track 3: 1-33 (2008)
25		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
24		Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley: Agnostic Learning vs. Prior Knowledge Challenge. IJCNN 2007: 829-834
23		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
22		Isabelle Guyon, Amir Reza Saffari Azar Alamdari, Gideon Dror, Joachim M. Buhmann: PerformancePrediction Challenge. IJCNN 2006: 1649-1656
	2004
21		Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon Dror: Result Analysis of the NIPS 2003 Feature Selection Challenge. NIPS 2004
	2003
20		Isabelle Guyon, André Elisseeff: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 3: 1157-1182 (2003)
	2002
19		Asa Ben-Hur, André Elisseeff, Isabelle Guyon: A Stability Based Method for Discovering Structure in Clustered Data. Pacific Symposium on Biocomputing 2002: 6-17
18		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
17		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)
16		Isabelle Guyon: Pattern classification - By J. Schürmann. Wiley-Interscience, ISBN: 0-471-13534-8. Pattern Anal. Appl. 1(2): 142-143 (1998)
	1996
15		Isabelle Guyon, Nada Matic, Vladimir Vapnik: Discovering Informative Patterns and Data Cleaning. Advances in Knowledge Discovery and Data Mining 1996: 181-203
	1995
14		Isabelle Guyon, Fernando Pereira: Design of a linguistic postprocessor using variable memory length Markov models. ICDAR 1995: 454-457
13		Markus Schenkel, Isabelle Guyon, Donnie Henderson: On-line cursive script recognition using time-delay neural networks and hidden Markov models. Mach. Vis. Appl. 8(4): 215-223 (1995)
	1994
12		Isabelle Guyon, Nada Matic, Vladimir Vapnik: Discovering Informative Patterns and Data Cleaning. KDD Workshop 1994: 145-156
11		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		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		Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik: A Training Algorithm for Optimal Margin Classifiers. COLT 1992: 144-152
7		Isabelle Guyon, Bernhard E. Boser, Vladimir Vapnik: Automatic Capacity Tuning of Very Large VC-Dimension Classifiers. NIPS 1992: 147-155
6		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		Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
4		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		Rodolfo A. Milito, Isabelle Guyon, Sara A. Solla: Neural Network Implementation of Admission Control. NIPS 1990: 493-499
	1988
2		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		Gérard Dreyfus, Isabelle Guyon, Jean-Pierre Nadal, Léon Personnaz: High Order Neural Networks for Efficient Associative Memory Design. NIPS 1987: 233-241

Coauthor Index

1	David W. Aha	[35]
2	P. Albrecht	[4]
3	Constantin F. Aliferis	[26] [34]
4	Vassilis Athitsos	[36]
5	Henry S. Baird	[2]
6	Stephen Barnhill	[18]
7	Asa Ben-Hur	[19] [21]
8	James W. Bentz	[9]
9	Bernhard E. Boser	[5] [7] [8]
10	Léon Bottou	[5] [9]
11	Marc Boullé	[27] [28]
12	Jane Bromley	[9] [10]
13	Joachim M. Buhmann	[22]
14	Gavin C. Cawley	[24] [25] [30] [31] [33]
15	Gregory F. Cooper	[26]
16	John S. Denker	[2] [4]
17	Gérard Dreyfus	[1]
18	Gideon Dror	[21] [22] [24] [25] [27] [28] [30] [31] [33] [35]
19	André Elisseeff	[19] [20] [26]
20	W. R. Gardner	[2]
21	Hans Peter Graf	[2]
22	Steve R. Gunn	[21]
23	Donnie Henderson	[2] [6] [11] [13]
24	R. E. Howard	[2]
25	Wayne E. Hubbard	[2] [4]
26	Lawrence D. Jackel	[2]
27	Dominik Janzing	[29]
28	Yann LeCun	[4] [9] [10]
29	Vincent Lemaire	[27] [28] [31] [33] [35]
30	Jiwen Li	[23]
31	Theodor Mader	[23]
32	John Makhoul	[17]
33	Nada Matic	[12] [15]
34	Rodolfo A. Milito	[3]
35	Cliff Moore	[9]
36	Jean-Pierre Nadal	[1]
37	C. Nohl	[6] [11]
38	Jean-Philippe Pellet	[26] [32]
39	Fernando Pereira (Fernando Manuel Bernardo Pereira)	[14]
40	Léon Personnaz	[1]
41	Patrick A. Pletscher	[23]
42	Eduard Säckinger	[9] [10]
43	Amir Saffari (Amir Reza Saffari Azar Alamdari)	[22] [24] [25] [30]
44	Markus Schenkel	[6] [11] [13]
45	Georg Schneider	[23]
46	Bernhard Schölkopf	[29]
47	Richard M. Schwartz	[17]
48	Roopak Shah	[9] [10]
49	Sara A. Solla	[3] [5]
50	Peter Spirtes	[26]
51	Alexander R. Statnikov	[26] [32] [34]
52	Graham W. Taylor	[35]
53	Markus Uhr	[23]
54	Vladimir Vapnik	[5] [7] [8] [12] [15] [17] [18]
55	David Vogel	[27] [28]
56	H. Weissman	[6] [11]
57	Jason Weston	[18]

Colors in the list of coauthors

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