This paper gives a introduction of the basic ideas, basic theory, key techniques, and application of the sup-port vector machine (SVM), and indicates the similarities and differences between support vector machines an...This paper gives a introduction of the basic ideas, basic theory, key techniques, and application of the sup-port vector machine (SVM), and indicates the similarities and differences between support vector machines and neuralnetworks.展开更多
基金The National High Technology Research and Development Program of China(2007AA12Z162)the Natural Science Foundation of China(40871195)the Specialized Research Fund for the Doctoral Program of Higher Education(20070290516)
文摘This paper gives a introduction of the basic ideas, basic theory, key techniques, and application of the sup-port vector machine (SVM), and indicates the similarities and differences between support vector machines and neuralnetworks.
