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Feature Selection for Data and Pattern Recognition: 584 (Studies in Computational Intelligence) - Softcover
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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- VerlagSpringer
- Erscheinungsdatum2016
- ISBN 10 3662508451
- ISBN 13 9783662508459
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten376
- HerausgeberStańczyk Urszula, Jain Lakhmi C.
- Kontakt zum HerstellerNicht verfügbar
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Feature Selection for Data and Pattern Recognition
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent research trends in feature selection for data and pattern recognitionPoints to a number of advances topically subdivided into four parts: estimation of importance of characteristic features, their relevance, dependencies, weighting and rank. Bestandsnummer des Verkäufers 449137513
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Feature Selection for Data and Pattern Recognition
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9783662508459
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Feature Selection for Data and Pattern Recognition
Verlag:
Springer Berlin Heidelberg Sep 2016, 2016
ISBN 10: 3662508451
ISBN 13: 9783662508459
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 376 pp. Englisch. Bestandsnummer des Verkäufers 9783662508459
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Feature Selection for Data and Pattern Recognition
ISBN 10: 3662508451
ISBN 13: 9783662508459
Neu
Taschenbuch
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Taschenbuch. Zustand: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 376 pp. Englisch. Bestandsnummer des Verkäufers 9783662508459
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