Hardcover
Combined classifiers, which are central to the ubiquitous performance of pattern recognition and machine learning, are generally considered more accurate than single classifiers.

Combining Pattern Classifiers, 2nd Edition

Methods and Algorithms

$201.59

  • Hardcover

    384 pages

  • Release Date

    29 August 2014

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Summary

A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition

The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will g…

Book Details

ISBN-13:9781118315231
ISBN-10:1118315235
Author:Ludmila I. Kuncheva
Publisher:John Wiley & Sons Inc
Imprint:John Wiley & Sons Inc
Format:Hardcover
Number of Pages:384
Edition:2nd
Release Date:29 August 2014
Weight:758g
Dimensions:31mm x 163mm x 241mm
A-Format
B-Format
C-Format
Combining Pattern Classifiers, 2nd Edition by Ludmila I. Kuncheva - ISBN: 9781118315231
163 × 241 mm
A4
mm / in
About The Author

Ludmila I. Kuncheva

Ludmila Kuncheva is a Professor of Computer Science at Bangor University, United Kingdom. She has received two IEEE Best Paper awards. In 2012, Dr. Kuncheva was awarded a Fellowship to the International Association for Pattern Recognition (IAPR) for her contributions to multiple classifier systems.

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