Overview
- Editors:
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Wojciech P. Ziarko
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Department of Computer Science, University of Regina, Regina, Canada
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About this book
The objective of this book is two-fold. Firstly, it is aimed at bringing to gether key research articles concerned with methodologies for knowledge discovery in databases and their applications. Secondly, it also contains articles discussing fundamentals of rough sets and their relationship to fuzzy sets, machine learning, management of uncertainty and systems of logic for formal reasoning about knowledge. Applications of rough sets in different areas such as medicine, logic design, image processing and expert systems are also represented. The articles included in the book are based on selected papers presented at the International Workshop on Rough Sets and Knowledge Discovery held in Banff, Canada in 1993. The primary methodological approach emphasized in the book is the mathematical theory of rough sets, a relatively new branch of mathematics concerned with the modeling and analysis of classification problems with imprecise, uncertain, or incomplete information. The methods of the theory of rough sets have applications in many sub-areas of artificial intelligence including knowledge discovery, machine learning, formal reasoning in the presence of uncertainty, knowledge acquisition, and others. This spectrum of applications is reflected in this book where articles, although centered around knowledge discovery problems, touch a number of related issues. The book is intended to provide an important reference material for students, researchers, and developers working in the areas of knowledge discovery, machine learning, reasoning with uncertainty, adaptive expert systems, and pattern classification.
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Table of contents (55 papers)
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- Andrzej Skowron, Jaroslaw Stepaniuk
Pages 161-166
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- Jack David Katzberg, Wojciech Ziarko
Pages 167-177
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- Mohua Banerjee, M. K. Chakraborty
Pages 196-207
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- S. K. M. Wong, Xiaopin Nie
Pages 217-226
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- Marzena Kryszkiewicz, Henryk Rybinski
Pages 261-273
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- Shusaku Tsumoto, Hiroshi Tanaka
Pages 274-281
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- Dobroslawa M. Grzymala-Busse, Jerzy W. Grzymala-Busse
Pages 282-289
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- Shusaku Tsumoto, Hiroshi Tanaka
Pages 290-297
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- Andrzej Lenarcik, Zdzisław Piasta
Pages 298-316
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- Jerzy Stefanowski, Daniel Vanderpooten
Pages 317-325
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- Ning Shan, Wojciech Ziarko
Pages 326-334
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Editors and Affiliations
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Department of Computer Science, University of Regina, Regina, Canada
Wojciech P. Ziarko