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Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications
Language: en
Pages: 200
Authors: Muhammad Summair Raza
Categories: Computers
Type: BOOK - Published: 2017-06-28 - Publisher: Springer

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The book will provide: 1) In depth explanation of rough set theory along with examples of the concepts. 2) Detailed discussion on idea of feature selection. 3)
Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications
Language: en
Pages: 236
Authors: Muhammad Summair Raza
Categories: Computers
Type: BOOK - Published: 2019-08-23 - Publisher: Springer Nature

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This book provides a comprehensive introduction to rough set-based feature selection. Rough set theory, first proposed by Zdzislaw Pawlak in 1982, continues to
Rough Sets: Selected Methods and Applications in Management and Engineering
Language: en
Pages: 213
Authors: Georg Peters
Categories: Computers
Type: BOOK - Published: 2012-02-22 - Publisher: Springer Science & Business Media

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Rough Set Theory, introduced by Pawlak in the early 1980s, has become an important part of soft computing within the last 25 years. However, much of the focus h
Computational Intelligence and Feature Selection
Language: en
Pages: 357
Authors: Richard Jensen
Categories: Computers
Type: BOOK - Published: 2008-10-03 - Publisher: John Wiley & Sons

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The rough and fuzzy set approaches presented here open up many new frontiers for continued research and development Computational Intelligence and Feature Selec
Transactions on Rough Sets XVII
Language: en
Pages: 301
Authors: James F. Peters
Categories: Computers
Type: BOOK - Published: 2014-03-03 - Publisher: Springer

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The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through a