An Introduction to Support Vector Machines and Other...

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Computers - Artificial Intelligence (AI)
An Introduction to Support Vector...

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Name: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
ISBN: 9780511801389

Nello Cristianini, John Shawe-Taylor

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This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. The concepts are introduced gradually in accessible and self-contained stages, while the presentation is rigorous and thorough. Pointers to relevant literature and web sites containing software make it an ideal starting point for further study.

Категории:

Computers - Artificial Intelligence (AI)

Година:

2013

Издателство:

Cambridge University Press

Език:

english

Страници:

204

ISBN 10:

0511801386