Overview

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, starting from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness and incompleteness, such as fuzzy sets and theory of evidence. This second volume of the Transactions on Rough Sets presents 17 thoroughly reviewed revised papers devoted to rough set theory, fuzzy set theory; these papers highlight important aspects of these theories, their interrelation and application in various fields.

Full Product Details

Author:   James F. Peters ,  Andrzej Skowron ,  Didier Dubois ,  Jerzy Grzymala-Busse
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2005 ed.
Volume:   3135
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   1.170kg
ISBN:  

9783540239901

ISBN 10:   3540239901
Pages:   363
Publication Date:   03 December 2004
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Feature Selection with Rough Sets for Web Page Classification.- On Learning Similarity Relations in Fuzzy Case-Based Reasoning.- Incremental versus Non-incremental Rule Induction for Multicriteria Classification.- Three Strategies to Rule Induction from Data with Numerical Attributes.- Fuzzy Transforms.- Possible Equivalence Relations and Their Application to Hypothesis Generation in Non-deterministic Information Systems.- Applications of Fuzzy Logic Functions to Knowledge Discovery in Databases.- Fuzzy Integral Based Fuzzy Switching Functions.- First Steps towards Computably-Infinite Information Systems.- Data Structure and Operations for Fuzzy Multisets.- A Non-controversial Definition of Fuzzy Sets.- Algebraic Structures for Rough Sets.- Rough Mereology as a Link between Rough and Fuzzy Set Theories. A Survey.- Fuzzy Rough Sets Based on Residuated Lattices.- Semantics of Fuzzy Sets in Rough Set Theory.- A New Proposal for Fuzzy Rough Approximations and Gradual Decision Rule Representation.- Emergent Rough Set Data Analysis.

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