Learning from Data 2e

Cherkassky

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Language: English

Published by John Wiley & Sons Aug 2007, 2007

0471681822 / 9780471681823

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - An interdisciplinary framework for learning methodologies-now revised and updatedLearning from Data provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and pattern recognition can be applied-showing that a few fundamental principles underlie most new methods being proposed today in statistics, engineering, and computer science.Since the first edition was published, the field of data-driven learning has experienced rapid growth. This Second Edition covers these developments with a completely revised chapter on support vector machines, a new chapter on noninductive inference and alternative learning formulations, and an in-depth discussion of the VC theoretical approach as it relates to other paradigms.Complete with over one hundred illustrations, case studies, examples, and chapter summaries, Learning from Data accommodates both beginning and advanced graduate students in engineering, computer science, and statistics. It is also indispensable for researchers and practitioners in these areas who must understand the principles and methods for learning dependencies from data.

Seller Inventory # 9780471681823

Title
Learning from Data 2e
Author
Cherkassky
Publisher
John Wiley & Sons Aug 2007
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0471681822
ISBN 13
9780471681823
Edition
2nd Edition
Item weight
997 grams
Dimensions
240x161x34 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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