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Statistical Learning Theory: 2 (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control) - Tapa dura

Vapnik, Vladimir Naumovich; Vapnik, Vlamimir; Vapnik

 
9780471030034: Statistical Learning Theory: 2 (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control)
Tapa dura
ISBN 10: 0471030031 ISBN 13: 9780471030034
Editorial: John Wiley & Sons, 1998

Sinopsis

A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Vladimir Naumovich Vapnik is one of the main developers of the Vapnik-Chervonenkis theory of statistical learning, and the co-inventor of the support vector machine method, and support vector clustering algorithm.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
John Wiley & Sons
Año de publicación
1998
Idioma
Inglés
ISBN 10 
0471030031
ISBN 13 
9780471030034
Encuadernación
Tapa dura
Número de páginas
762
Contacto del fabricante
no disponible
Persona responsable
no disponible