Support vector machines: theory. algorithm and expand(Chinese Edition)

Paperback. Pub Date: 2009 08 Pages: 244 Language: Chinese in Publisher: Science Press book classification (pattern recognition. discriminant analysis) and regression problems as background. introduced the basic theory of support vector machines. methods. and applications. With particular emphasis on the problem and deal with the essence of the method discussed intuitive explanation and description. so highly readable. The book first introduces readers to read smoothly with general knowledge of higher mathematics. optimization basics. Support vector machines: theory. algorithm and expand advanced undergraduates. graduate students and teachers as science and engineering. management and other professional textbooks or teaching reference books are also available for researchers and practitioners in the related fields read reference . Contents: Chapter 1 of the preamble symbol ta...