Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence) - Softcover

Buch 105 von 538: Studies in Computational Intelligence
 
9783662508459: Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence)
Softcover
ISBN 10: 3662508451 ISBN 13: 9783662508459
Verlag: Springer, 2016

Inhaltsangabe

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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<p>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. </p><p>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. </p><p>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. </p><p></p>

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Verlag
Springer
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3662508451
ISBN 13 
9783662508459
Einband
Tapa blanda
Anzahl der Seiten
376
Herausgeber
Stańczyk Urszula, Jain Lakhmi C.
Kontakt zum Hersteller
ProductSafety@springernature.com
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Heidelberg
69121
Deutschland

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Vorgestellte Ausgabe

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Verlag: Springer, 2015
Hardcover