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portada Feature Selection for Data and Pattern Recognition (Studies in Computational Intelligence, 584)
Type
Physical Book
Publisher
Author
Language
English
Pages
373
Format
Paperback
ISBN13
9783662508459
Edition No.
1

Feature Selection for Data and Pattern Recognition (Studies in Computational Intelligence, 584)

StańCzyk Urszula,Jain Lakhmi C. (Author) · Springer · Paperback

Feature Selection for Data and Pattern Recognition (Studies in Computational Intelligence, 584) - StańCzyk Urszula,Jain Lakhmi C.

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Synopsis "Feature Selection for Data and Pattern Recognition (Studies in Computational Intelligence, 584)"

This research book provides the reader with a selection of high-quality texts dedicated to current progress, new developments and research trends in feature selection for data and pattern recognition. Even though it has been the subject of interest for some time, feature selection remains one of actively pursued avenues of investigations due to its importance and bearing upon other problems and tasks. This volume points to a number of advances topically subdivided into four parts: estimation of importance of characteristic features, their relevance, dependencies, weighting and ranking; rough set approach to attribute reduction with focus on relative reducts; construction of rules and their evaluation; and data- and domain-oriented methodologies.

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