Home

Books

Science & Nature

Astronomy & Cosmology

Astronomy

Available Soon

Support Vector Machines hardcover english - 12 Aug 2008

Name: noon E-commerce
Address: Boulevard Plaza Tower 2, Sheikh Mohammed bin Rashid Boulevard, Dubai, Dubai, 454602, AE
Telephone: +971551972585
Price range: $ - $$$

Sorry! This product is not available.

Product Overview

Specifications

Publisher	Springer-verlag New York Inc.
ISBN 13	9780387772417
Author	Ingo Steinwart, Andreas Christmann
Book Format	Hardcover
Language	English

Editorial Review	This book has many remarkable qualities which make it commendable to a large mathematical audience. ...It is probably the first book on this topic...which is genuinely aimed at a mathematician reader. No technical issue is avoided, and fine points like measurability, integrability, existence and regularity of solutions, etc., are addressed with due rigor and precision. ...The authors take special care to make the book self-contained and accessible to non-specialists...always including very detailed proofs for all results. A substantial appendix acts as a handy reference of fundamental results of analysis and probability needed throughout the book, even including a full proof of Talagrand's concentration inequality. Many well-thought -out exercises very nicely complete each chapter. Finally, the book as a whole, though voluminous and presenting for the most part some very recent results, always stays very coherent to its choices and goals, and obviously a lot of effort has gone into a clear organization of the material. This work is bound to be recognized as a classic reference on this topic." (MathSciNet) "This book presents an extensive account of ... Support Vector Machines (SVMs). ... The book has many remarkable qualities which make it commendable to a large mathematical audience. First of all it is probably the first book on this topic ... which is genuinely aimed at a mathematician reader. ... Secondly, the authors take special care to make the book self contained and accessible to non-specialists ... . Many well thought-out exercises very nicely complete each chapter. ... a classic reference on this topic." (Gilles Blanchard, Mathematical Reviews, Issue 2010 f) "A mathematically elaborated topic of support vector machines in a book full with definitions and lemmas. It presents support vector machines (SVMs) as a successful modeling and prediction tool with different examples. This book has 12 chapters and 9 appendices that introduce also marginal applications of SVMs. ... This book is ... suitable as a textbook on SVMs for graduate courses ... ." (Adriana Hornikova, Technometrics, Vol. 53 (2), May, 2011)
About the Author	Ingo Steinwart is a researcher in the machine learning group at the Los Alamos National Laboratory. He works on support vector machines and related methods. Andreas Christmann is Professor of Stochastics in the Department of Mathematics at the University of Bayreuth. He works in particular on support vector machines and robust statistics
Publication Date	12 Aug 2008
Number of Pages	601

Added to cart atc

Cart Total  0.00