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This book is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. It also describes kernel methods, or kernel machines.
- Keywords:
- Support Vector Machine, Gaussian Process, Kernel, Based, Learning, Method, Kernel Method, Kernel machine, Machine Learning, Computational Learning Theory, Statistical Learning Theory, Bioinformatics, Biosequence Analysis, Computer Vision, Text Categorization, Classification, Regression, Data Mining, Information Filtering, Optimization, Quadratic Programming, Linear Learning Machine, ...
http://www.kernel-methods.net
http://www.machinelearning.net
http://baron.pagemewhen.com:8080/ic
http://www.cs.cmu.edu/~TextLearning/pww/PhD.html
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Wikipedia-Article "Publications"
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