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» Evolving kernels for support vector machine classification
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IJON
2006
119views more  IJON 2006»
13 years 10 months ago
Support vector machine for functional data classification
Abstract. Functional data analysis is a growing research field and numerous works present a generalization of the classical statistical methods to function classification or regres...
Fabrice Rossi, Nathalie Villa
NIPS
2004
14 years 6 days ago
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation
An analog system-on-chip for kernel-based pattern classification and sequence estimation is presented. State transition probabilities conditioned on input data are generated by an...
Shantanu Chakrabartty, Gert Cauwenberghs
CVPR
2008
IEEE
15 years 26 days ago
Classification using intersection kernel support vector machines is efficient
Straightforward classification using kernelized SVMs requires evaluating the kernel for a test vector and each of the support vectors. For a class of kernels we show that one can ...
Subhransu Maji, Alexander C. Berg, Jitendra Malik
IJDMB
2006
96views more  IJDMB 2006»
13 years 10 months ago
Kernel design for RNA classification using Support Vector Machines
Jason T. L. Wang, Xiaoming Wu
SIGIR
2003
ACM
14 years 4 months ago
Question classification using support vector machines
Question classification is very important for question answering. This paper presents our research work on automatic question classification through machine learning approaches. W...
Dell Zhang, Wee Sun Lee