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

Nonfiction, Computers, Advanced Computing, Computer Science, General Computing
Cover of the book An Introduction to Support Vector Machines and Other Kernel-based Learning Methods by Nello Cristianini, John Shawe-Taylor, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Nello Cristianini, John Shawe-Taylor ISBN: 9781139636773
Publisher: Cambridge University Press Publication: March 23, 2000
Imprint: Cambridge University Press Language: English
Author: Nello Cristianini, John Shawe-Taylor
ISBN: 9781139636773
Publisher: Cambridge University Press
Publication: March 23, 2000
Imprint: Cambridge University Press
Language: English

This is the first comprehensive introduction to Support Vector Machines (SVMs), a 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, 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 ensure that it forms an ideal starting point for further study. Equally, the book and its associated web site will guide practitioners to updated literature, new applications, and on-line software.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This is the first comprehensive introduction to Support Vector Machines (SVMs), a 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, 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 ensure that it forms an ideal starting point for further study. Equally, the book and its associated web site will guide practitioners to updated literature, new applications, and on-line software.

More books from Cambridge University Press

Cover of the book Inhumanities by Nello Cristianini, John Shawe-Taylor
Cover of the book Ordinary Differential Equations by Nello Cristianini, John Shawe-Taylor
Cover of the book The Science of Qualitative Research by Nello Cristianini, John Shawe-Taylor
Cover of the book An Introduction to Fluid Mechanics by Nello Cristianini, John Shawe-Taylor
Cover of the book Tropical Montane Cloud Forests by Nello Cristianini, John Shawe-Taylor
Cover of the book Differential Games in Industrial Economics by Nello Cristianini, John Shawe-Taylor
Cover of the book Core Topics in Critical Care Medicine by Nello Cristianini, John Shawe-Taylor
Cover of the book Darkness Now Visible by Nello Cristianini, John Shawe-Taylor
Cover of the book Thin Film Transistor Circuits and Systems by Nello Cristianini, John Shawe-Taylor
Cover of the book The Delimitation of the Continental Shelf between Denmark, Germany and the Netherlands by Nello Cristianini, John Shawe-Taylor
Cover of the book The Evolution of International Security Studies by Nello Cristianini, John Shawe-Taylor
Cover of the book Analytical Modeling of Heterogeneous Cellular Networks by Nello Cristianini, John Shawe-Taylor
Cover of the book Counting Islam by Nello Cristianini, John Shawe-Taylor
Cover of the book Computational Complexity by Nello Cristianini, John Shawe-Taylor
Cover of the book Evolving Human Nutrition by Nello Cristianini, John Shawe-Taylor
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy