Transactions on Rough Sets II: Rough Sets and Fuzzy Sets

✍ Scribed by Aijun An, Yanhui Huang, Xiangji Huang, Nick Cercone (auth.), James F. Peters, Andrzej Skowron, Didier Dubois, Jerzy W. Grzymała-Busse, Masahiro Inuiguchi, Lech Polkowski (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2005
• Tongue: English
• Leaves: 370
• Series: Lecture Notes in Computer Science 3135
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages -
Feature Selection with Rough Sets for Web Page Classification....Pages 1-13
On Learning Similarity Relations in Fuzzy Case-Based Reasoning....Pages 14-32
Incremental versus Non-incremental Rule Induction for Multicriteria Classification....Pages 33-53
Three Strategies to Rule Induction from Data with Numerical Attributes....Pages 54-62
Fuzzy Transforms....Pages 63-81
Possible Equivalence Relations and Their Application to Hypothesis Generation in Non-deterministic Information Systems....Pages 82-106
Applications of Fuzzy Logic Functions to Knowledge Discovery in Databases....Pages 107-128
Fuzzy Integral Based Fuzzy Switching Functions....Pages 129-150
First Steps towards Computably-Infinite Information Systems....Pages 151-188
Data Structure and Operations for Fuzzy Multisets....Pages 189-200
A Non-controversial Definition of Fuzzy Sets....Pages 201-207
Algebraic Structures for Rough Sets....Pages 208-252
Rough Mereology as a Link between Rough and Fuzzy Set Theories. A Survey....Pages 253-277
Fuzzy Rough Sets Based on Residuated Lattices....Pages 278-296
Semantics of Fuzzy Sets in Rough Set Theory....Pages 297-318
A New Proposal for Fuzzy Rough Approximations and Gradual Decision Rule Representation....Pages 319-342
Emergent Rough Set Data Analysis....Pages 343-361
Back Matter....Pages -

✦ Subjects

Computation by Abstract Devices; Mathematical Logic and Formal Languages; Artificial Intelligence (incl. Robotics); Database Management; Pattern Recognition; Image Processing and Computer Vision