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» Incremental and Decremental Support Vector Machine Learning
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ICASSP
2009
IEEE
14 years 7 months ago
Target detection using incremental learning on single-trial evoked response
The human neural responses associated with cognitive events, referred as event related potentials (ERPs), can provide reliable inference for target image detection. Incremental le...
Yonghong Huang, Deniz Erdogmus, Misha Pavel, Kenne...
66
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ALT
1999
Springer
15 years 1 months ago
A Note on Support Vector Machine Degeneracy
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Ve...
ML
2002
ACM
180views Machine Learning» more  ML 2002»
14 years 9 months ago
Gene Selection for Cancer Classification using Support Vector Machines
Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...
ML
2002
ACM
106views Machine Learning» more  ML 2002»
14 years 9 months ago
Statistical Properties and Adaptive Tuning of Support Vector Machines
Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee
EUROCOLT
1999
Springer
15 years 1 months ago
Entropy Numbers, Operators and Support Vector Kernels
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...