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Feature Selection for Data and Pattern Recognition -

Anglų
2015-01-15
215,97 € 287,96 €

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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 ... Visas aprašymas

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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.

Daugiau informacijos

Leidėjas Springer Berlin Heidelberg
Series Studies in Computational Intelligence
Išleidimo metai 2015
Viršelio tipas Kieti viršeliai
EAN 9783662456194
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215,97 € 287,96 €