Feature Selection for Data and Pattern Recognition (e-bog) af -
Jain, Lakhmi C. (redaktør)

Feature Selection for Data and Pattern Recognition e-bog

1386,89 DKK (inkl. moms 1733,61 DKK)
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...
E-bog 1386,89 DKK
Forfattere Jain, Lakhmi C. (redaktør)
Forlag Springer
Udgivet 30 december 2014
Genrer Artificial intelligence
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9783662456200
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.