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Support vector machines: optimization based theory, algorithms, and extensions

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...

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Detalles Bibliográficos
Autores principales: Deng, Naiyang, Tian, Yingjie, Zhang, Chunhua
Lenguaje:eng
Publicado: Taylor and Francis 2013
Materias:
Acceso en línea:http://cds.cern.ch/record/1618543