Extracting Support Data for a Given Task (1995)


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by Bernhard Schölkopf , Chris Burges , Vladimir Vapnik
Venue:Proceedings, First International Conference on Knowledge Discovery & Data Mining, Menlo Park
Citations:187 - 34 self

Active Bibliography

2155 Support-Vector Networks – Corinna Cortes, Vladimir Vapnik - 1995
136 Training Invariant Support Vector Machines – Dennis DeCoste, Bernhard Schölkopf, Nello Cristianini - 2002
Classification and feature extraction in man and machine – Arnulf B. A. Graf - 2004
5 A New Parameter Estimation Method for Gaussian Mixtures – Yoram Singer, Manfred K. Warmuth - 1998
3 Automatic Model Selection for the optimization of SVM Kernels – N. E. Ayat, M. Cheriet, C. Y. Suen
7 Handwritten Digit Recognition via Deformable Prototypes – Trevor Hastie, Robert Tibshirani - 1994
87 Comparison of Learning Algorithms for Handwritten Digit Recognition – Y. LeCun, L. Jackel, L. Bottou, A. Brunot, C. Cortes, J. Denker, H. Drucker, I. Guyon, U. Müller, E. Säckinger, P. Simard, V. Vapnik - 1995
4 Randomized Inquiries About Shape; an Application to Handwritten Digit Recognition – Yali Amit, Donald Geman - 1994
76 Joint Induction of Shape Features and Tree Classifiers – Donald Geman, Yali Amit, Ken Wilder - 1997
731 Gradient-based learning applied to document recognition – Yann Lecun, Léon Bottou, Yoshua Bengio, Patrick Haffner - 1998
18 Metrics and Models for Handwritten Character Recognition – Trevor Hastie , Patrice Y. Simard - 1997
126 Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent Propagation – Patrice Y. Simard, Yann A. Le Cun, John S. Denker, Bernard Victorri - 1998
71 Learning by Transduction – A. Gammerman, V. Vovk, V. Vapnik - 1998
74 Support vector machines for speech recognition – Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone - 1998
Multi Class Support Vector Machines for Disruption Classification in Tokamak Reactors – Matteo Cacciola, Antonino Greco, Francesco Carlo Morabito, Mario Versaci
Image classification using compression distance – E. Trucco, M. Chantler (editors, Yuxuan Lan, Richard Harvey
Bayesian Statistical Analysis – Samir Chettri - 2005
BMC Medical Informatics and Decision Making 2008, 8:56 doi:10.1186/1472-6947-8-56 – T Verplancke, S Van Looy, D Benoit, S Vansteelandt, P Depuydt, F De Turck, T. Verplancke, S. Van Looy, D. Benoit, S. Vansteel, P. Depuydt, F. De Turck, J. Decruyenaere - 2008
Learning via Internal Representation (Extended Abstract) – Eli Dichterman - 1998