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Rough - Granular Computing in Knowledge Discovery and Data Mining von J. Stepaniuk (2010, Taschenbuch)

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Produktinformation

If controversies were to arise, there would be no more need of disputation between two philosophers than between two accountants. For it would su?ce to take their pencils in their hands, and say to each other: 'Let us calculate'. Gottfried Wilhelm Leibniz (1646-1716) Dissertio de Arte Combinatoria (Leipzig, 1666) GottfriedWilhelm Leibniz, oneofthe greatestmathematicians,discussedcalculi ofthoughts. Onlymuchlater,did it becomeevidentthat newtools arenecessary for developing such calculi, e. g. , due to the necessity of reasoning under unc- tainty about objects and (vague) concepts. Fuzzy set theory (Lot? A. Zadeh, 1965) and rough set theory (Zdzisla w Pawlak, 1982) represent two di?erent - proaches to vagueness. Fuzzy set theory addresses gradualness of knowledge, expressed by the fuzzy membership, whereas rough set theory addresses gra- larity of knowledge, expressed by the indiscernibility relation. Granular comp- ing (Zadeh,1973,1998)iscurrentlyregardedasa uni?edframeworkfor theories, methodologies and techniques for modeling calculi of thoughts, based on objects called granules. The book "Rough-Granular Computing in Knowledge Discovery and Data Mining" written by ProfessorJaroslawStepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing - eas: granular computing, rough sets, and knowledge discovery and data mining (KDD). In the book, the KDD foundations based on the rough set approach and granular computing are discussed together with illustrative applications. In searching for relevant patterns or in inducing (constructing) classi?ers in KDD, di?erent kinds of granulesaremodeled. In this modeling process, granulescalled approximation spaces play a special rule.

Produktkennzeichnungen

ISBN-10
3642089720
ISBN-13
9783642089725
eBay Product ID (ePID)
163502851

Produkt Hauptmerkmale

Produktart
Lehrbuch
Sprache
Englisch
Anzahl der Seiten
172 Seiten
Verlag
Springer Berlin Heidelberg, Springer Berlin
Publikationsname
Rough-Granular Computing in Knowledge Discovery And Data Mining
Autor
J. Stepaniuk
Format
Taschenbuch
Erscheinungsjahr
2010

Zusätzliche Produkteigenschaften

Hörbuch
No
Inhaltsbeschreibung
Paperback
Item Length
23cm
Item Height
9mm
Item Width
15cm
Nummer Innerhalb der Serie
152
Buchreihe
Studies in Computational Intelligence
Item Weight
271g

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Rough - Granular Computing in Knowledge Discovery and Data Mining von J. Stepaniuk (2010, Taschenbuch)

About this product

Produktinformation

Produktkennzeichnungen

Produkt Hauptmerkmale

Zusätzliche Produkteigenschaften

Best Selling in Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

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Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck (2020, Hardcover)

Encyclopedia of Counseling : Master Review and Tutorial for the National Counselor Examination, State Counseling Exams, and the Counselor Preparation Comprehensive Examination by Howard Rosenthal (2017, Trade Paperback, Revised edition,New Edition)

Save on Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR Brand new

International Code Council Ser.: 2021 International Residential Code by...

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