Description
Computational Intelligence and Feature Selection provides a high level audience with both the background and fundamental ideas behind feature selection with an emphasis on those techniques based on rough and fuzzy sets, including their hybridizations. It introduces set theory, fuzzy set theory, rough set theory, and fuzzy-rough set theory, and illustrates the power and efficacy of the feature selection described through the use of real-world applications and worked examples. Program files implementing major algorithms covered, together with the necessary instructions and datasets, are available on the Web.
Détails du livre
Format
Kindle
Pages
356 pages
Langue
Anglais
Publié
oct. 3, 2008
Éditeur
Wiley-IEEE Press
Éditions
2 éditions
ISBN-10
0470377917
ISBN-13
9780470377918