Support Vector Machines Applications

Support vector machines (SVM) have both a solid mathematical background and good performance in practical applications. This book focuses on the recent advances and applications of the SVM in different areas, such as image processing, medical practice, computer vision, pattern recognition, machine l...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Ma, Yunqian (Editor ), Guo, Guodong (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Signal processing.
Computer networks .
Dynamics.
Nonlinear theories.
Computational intelligence.
Computer engineering.
Telecommunication.
Signal, Speech and Image Processing .
Computer Communication Networks.
Applied Dynamical Systems.
Computational Intelligence.
Computer Engineering and Networks.
Communications Engineering, Networks.
Acceso en línea:Texto Completo
Descripción
Sumario:Support vector machines (SVM) have both a solid mathematical background and good performance in practical applications. This book focuses on the recent advances and applications of the SVM in different areas, such as image processing, medical practice, computer vision, pattern recognition, machine learning, applied statistics, business intelligence, and artificial intelligence. The aim of this book is to create a comprehensive source on support vector machine applications, especially some recent advances.
Descripción Física:VII, 302 p. 87 illus., 56 illus. in color. online resource.
ISBN:9783319023007

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