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Rough Set Theory: A True Landmark in Data Analysis

HardcoverKartoniert, Paperback
Verkaufsrang58228inInformatik, EDV
EUR160,49

Beschreibung

Along the years, rough set theory has earned a well-deserved reputation as a sound methodology for dealing with imperfect knowledge in a simple though mathematically sound way. This edited volume aims at continue stressing the benefits of applying rough sets in many real-life situations while still keeping an eye on topological aspects of the theory as well as strengthening its linkage with other soft computing paradigms. The volume comprises 11 chapters and is organized into three parts. Part 1 deals with theoretical contributions while Parts 2 and 3 focus on several real world data mining applications. Chapters authored by pioneers were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed. Academics, scientists as well as engineers working in the rough set, computational intelligence, soft computing and data mining research area will find the comprehensive coverage of this book invaluable.
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Details

ISBN/EAN/Artikel978-3-642-10062-8
ProduktartHardcover
EinbandKartoniert, Paperback
Verlag
Erschienen am28.10.2010
Reihen-Nr.174
Seiten324 Seiten
SpracheEnglisch
IllustrationenXVI, 324 p.
Artikel-Nr.2872198
KatalogZeitfracht
Datenquelle-Nr.110700450
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Autor

Dr. Ajith Abraham is Director of the Machine Intelligence Research (MIR) Labs, a global network of research laboratories with headquarters near Seattle, WA, USA. He is an author/co-author of more than 750 scientific publications. He is founding Chair of the International Conference of Computational Aspects of Social Networks (CASoN), Chair of IEEE Systems Man and Cybernetics Society Technical Committee on Soft Computing (since 2008), and a Distinguished Lecturer of the IEEE Computer Society representing Europe (since 2011).

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