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An Introduction to Support Vector Machines and Other Kernel-Based Learning
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An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods Hardback - 2000 - 1st Edition

by Nello Cristianini; John Shawe-Taylor

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From the publisher

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.

Details

  • Title An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods
  • Author Nello Cristianini; John Shawe-Taylor
  • Binding Hardback
  • Edition number 1st
  • Edition 1
  • Pages 204
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press, New York, New York, U.s.a.
  • Publication date 2000-03-23
  • Illustrated Yes
  • Features Bibliography, Glossary, Illustrated, Index
  • ISBN 9780521780193 / 0521780195
  • Weight 1.1 lbs (0.50 kg)
  • Dimensions 9.8 x 6.9 x 0.6 in (24.89 x 17.53 x 1.52 cm)
  • Category Computers - General Information
  • Library of Congress subjects Kernel functions, Support vector machines
  • Library of Congress Catalogue Number 99054716
  • Dewey Decimal Code 006.31
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

by Cristianini, Nello; Shawe-Taylor, John

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Cristianini, Nello; Shawe-Taylor, John

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

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

by Nello Cristianini; John Shawe-Taylor

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