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Support vector machines for pattern classification : with 110 figures

Autor: Shigeo Abe
Editora: London : Springer, 2005.
Séries: Advances in pattern recognition.
Edição/Formato   Imprimir livro : InglêsVer todas as edições e formatos
Resumo:

Support Vector Machines are popular because of their high classification importance; this book focuses on the discussions on SVMs specifically to pattern classification.

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Tipo de Documento Livro
Todos os Autores / Contribuintes: Shigeo Abe
ISBN: 9781852339296 1852339292
Número OCLC: 316465227
Descrição: xiv, 343 pages : illustrations ; 25 cm.
Conteúdos: Introduction.- Two-class Support Vector Machines.- Multiclass Support Vector Machines.- Variants of Support Vector Machines.- Training Methods.- Feature Selection and Extraction.- Clustering.- Kernel-Based Methods.- Maximum Margin Multilayer Neural Networks.- Maximum Margin Fuzzy Classifiers.- Function Approximation.- Conventional Classifiers.- Matrices.
Título da Série: Advances in pattern recognition.
Responsabilidade: Shigeo Abe.

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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 Ler mais...

 
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