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Multi-Label Dimensionality Reduction,9781439806159
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Multi-Label Dimensionality Reduction

by ;
Edition:
1st
ISBN13:

9781439806159

ISBN10:
1439806152
Format:
Hardcover
Pub. Date:
11/4/2013
Publisher(s):
Chapman & Hall/
List Price: $94.95

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This is the 1st edition with a publication date of 11/4/2013.
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  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.
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Summary

A comprehensive reference for researchers in machine learning, data mining, and computer vision, this book presents in-depth, systematic discussions on algorithms and applications for dimensionality reduction. It covers emerging models for general dimensionality reduction in multi-label classification. The book also presents a novel framework to unify a variety of models. Based on the discussions of the models and theory, the authors provide thorough analysis and comparison of the algorithms used in these models. They also include applications of these models and algorithms in bioinformatics and biomedical informatics. A supporting website provides updated information.


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