Support Vector Machines for Pattern Classification
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Beschreibung
Support Vector Machines are popular because of their high classification importance; this is the first book to focus the discussions on SVMs specifically to pattern classification.
Autor*in
Shigeo Abe
Themen in »Support Vector Machines for Pattern Classification«
Fuzzy Systems Kernel Methods Pattern Classification Support Vector Machines classification fuzzy fuzzy system networks neural networks support vector machine
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From the reviews:
"This broad and deep … book is organized around the highly significant concept of pattern recognition by support vector machines (SVMs). … The book is praxis and application oriented but with strong theoretical backing and support. Many … details are presented and discussed, thereby making the SVM both an easy-to-understand learning machine and a more likable data modeling (mining) tool. Shigeo Abe has produced the book that will become the standard … . I like it and therefore highly recommend this book … ." (Vojislav Kecman, SIAM Review, Vol. 48 (2), 2006)
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