Transactions on Rough Sets III

Zdzisław Pawlak (auth.), James F. Peters, Andrzej Skowron (eds.)3540259988, 9783540259985

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, 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 third volume of the Transactions on Rough Sets presents 11 revised papers that have been through a careful peer reviewing process by the journal’s Editorial Board. The research monograph “Time Complexity of Decision Trees” by Mikhail Ju. Moshkov is presented in the section on dissertation and monographs. Among the regular papers the one by Zdzislaw Pawlak entitled “Flow Graphs and Data Mining” deserves a special mention.

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Table of contents :
Front Matter….Pages –
Flow Graphs and Data Mining….Pages 1-36
The Rough Set Exploration System….Pages 37-56
Rough Validity, Confidence, and Coverage of Rules in Approximation Spaces….Pages 57-81
Knowledge Extraction from Intelligent Electronic Devices….Pages 82-111
Processing of Musical Data Employing Rough Sets and Artificial Neural Networks….Pages 112-133
Computational Intelligence in Bioinformatics….Pages 134-152
Rough Ethology: Towards a Biologically-Inspired Study of Collective Behavior in Intelligent Systems with Approximation Spaces….Pages 153-174
Approximation Spaces and Information Granulation….Pages 175-189
The Rough Set Database System: An Overview….Pages 190-201
Rough Sets and Bayes Factor….Pages 202-229
Formal Concept Analysis and Rough Set Theory from the Perspective of Finite Topological Approximations….Pages 230-243
Time Complexity of Decision Trees….Pages 244-459
Back Matter….Pages –