Items related to An Introduction to Support Vector Machines and Other...
Synopsis
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...
Book Description
This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc., and are now established as one of the standard tools for machine learning and data mining. Students will find the book both stimulating and accessible,...
Review
"This book is an excellent introduction to this area... it is nicely organized, self-contained, and well written. The book is most suitable for the beginning graduate student in computer science." Richard A Chechile, Journal of Mathematical Psychology
"About this title" may belong to another edition of this title.
- PublisherCambridge University Press
- Publication date2000
- ISBN 10 0521780195
- ISBN 13 9780521780193
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages204
- Rating
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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Cambridge University Press, 2000
ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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Cambridge University Press, 2000
ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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Cambridge University Press, 2000
ISBN 10: 0521780195
ISBN 13: 9780521780193
Used
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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ISBN 10: 0521780195
ISBN 13: 9780521780193
Used
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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Cambridge University Press, 2000
ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
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ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods
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ISBN 10: 0521780195
ISBN 13: 9780521780193
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Published by
Cambridge University Press, 2000
ISBN 10: 0521780195
ISBN 13: 9780521780193
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