Isabelle Guyon - Concepedia

Author

Isabelle Guyon

Also Known As

Amrouche, Sabrina, Balaprakash, Prasanna, Baró, X., Elsharkawy, Ibrahim, Gray, Heather, Guyon, I, Guyon, I., Guyon, I. (Isabelle), Guyon, Isabelle, Guyon, Isabelle 20. Jht.

281

Publications

36.7K

Citations

H-Index

202

Concepts

All Affiliations

Gleason (United States)AT&T (United States)Université Paris-Saclay Laboratoire de Recherche en Informatique National Institute of Astrophysics, Optics and Electronics

About

Isabelle Guyon is an author at Gleason (United States) specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	35	60	18.6K
2	Health Sciences	5	5	674
3	Business	4	4	137
4	Arts	2	2	172
5	Education	1	1	48

Isabelle Guyon

Publications

31.9K

Citations

H-Index

Page 1

	Year	Citations
A training algorithm for optimal margin classifiers Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik EngineeringMachine LearningBiometricsDecision BoundarySupport Vector Machine	1992	11.5K
Gene Selection for Cancer Classification using Support Vector Machines Isabelle Guyon, Jason Weston, S. Barnhill, Machine Learning	2002	9.6K
SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK Jane Bromley, JAMES W. BENTZ, Léon Bottou, International Journal of Pattern Recognition and Artificial Intelligence Signature Verification AlgorithmSiamese NetworkEngineeringMachine LearningDigital Signature	1993	2K
Comparison of classifier methods: a case study in handwritten digit recognition Léon Bottou, Corinna Cortes, J. S. Denker, EngineeringMachine LearningStandard DatabaseBiometricsRaw Accuracy	2002	620
Comparison of learning algorithms for handwritten digit recognition Yann LeCun, L. D. Jackel, Léon Bottou,	1995	584
Result Analysis of the NIPS 2003 Feature Selection Challenge Isabelle Guyon, Steve Gunn, Asa Ben‐Hur, ePrints Soton (University of Southampton)	2004	546
Handwritten digit recognition: applications of neural network chips and automatic learning Y. Le Cun, L. D. Jackel, Bernhard E. Boser, IEEE Communications Magazine Local Template MatchingHandwritten Digit RecognitionImage AnalysisMachine LearningEngineering	1989	472
Learning algorithms for classification: A comparison on handwritten digit recognition Yann LeCun, L. D. Jackel, Léon Bottou, Revista Brasileira de Ortopedia	1995	426
UNIPEN project of on-line data exchange and recognizer benchmarks Isabelle Guyon, Lambert Schomaker, Réjean Plamondon, EngineeringHandwritingBiometricsWriter IdentificationCorpus Linguistics	2002	408
Information storage and retrieval in spin-glass like neural networks L. Personnaz, Isabelle Guyon, Gérard Dreyfus Journal de Physique Lettres	1985	332

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