Computational Intelligence and Feature Selection
Rough and Fuzzy Approaches
The rough and fuzzy set approaches presented here open up many new frontiers for continued research and developmentComputational Intelligence and Feature Selection provides readers with the background and fundamental ideas behind Feature Selection (FS), with an emphasis on techniques based on rough and fuzzy sets. For readers who are less familiar with the subject, the book begins with an introduction to fuzzy set theory and fuzzy-rough set theory. Building on this foundation, the book provides:* A critical review of FS methods, with particular emphasis on their current limitations* Program files implementing major algorithms, together with t…
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Produktdetails
Weitere Autoren: Shen, Qiang
- ISBN: 978-0-470-22975-0
- EAN: 9780470229750
- Produktnummer: 3882408
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2008
- Seitenangabe: 356 S.
- Masse: H24.4 cm x B16.4 cm x D2.3 cm 619 g
- Gewicht: 619
Über den Autor
Richard Jensen, PhD, is a Lecturer with the Department of Computer Science at Aberystwyth University, United Kingdom. Dr. Jensen has published extensively in the subject area of Feature Selection. Additionally, he has taught master's courses in engineering knowledge-based systems and served as supervisor for many student projects on Feature Selection, fuzzy-rough systems modeling, and swarm intelligence at both the University of Edinburgh, Scotland, and the University of Wales.Qiang Shen, PhD, is Professor and Director of Research with the Department of Computer Science at Aberystwyth University, and an Honorary Fellow at the University of Edinburgh. Dr. Shen's research interests include artificial and computational intelligence. He is an associate editor and editorial board member of several world-leading journals and has been a chair or cochair of many national and international conferences in his research area.
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