Transactions on Rough Sets III

James F. Peters

ISBN 10: 3540259988 / ISBN 13: 9783540259985

Published by Springer, Springer Mai 2005, 2005

About this Item

This item is printed on demand - Print on Demand Titel. Neuware -Regular Papers.- Flow Graphs and Data Mining.- The Rough Set Exploration System.- Rough Validity, Confidence, and Coverage ofRules in Approximation Spaces.- Knowledge Extraction fromIntelligentElectronic Devices.- Processing of Musical Data Employing RoughSets and Artificial Neural Networks.- Computational Intelligence in Bioinformatics.- Rough Ethology: Towards a Biologically-Inspired Study of Collective Behavior in Intelligent Systems with Approximation Spaces.- Approximation Spaces and Information Granulation.- The Rough Set Database System: An Overview.- Rough Sets and Bayes Factor.- Formal Concept Analysis and Rough Set Theory from the Perspective of Finite Topological Approximations.- Dissertations and Monographs.- Time Complexity of Decision Trees.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 476 pp. Englisch.

Seller Inventory # 9783540259985

Bibliographic Details

• Title: Transactions on Rough Sets III
• Publisher: Springer, Springer Mai 2005
• Publication Date: 2005
• Language: English
• ISBN 10: 3540259988
• ISBN 13: 9783540259985
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 26D millimeters 235 millimeters width by 155 millimeters height by 26 millimeters depth
• Weight: 715 grams

About this title

Synopsis

Volume III of the Transactions on Rough Sets (TRS) introduces advances in the theory and application of rough sets. These advances have far-reaching impli- tions in a number of researchareas such as approximate reasoning, bioinform- ics,computerscience,datamining,engineering(especially,computerengineering and signal analysis), intelligent systems, knowledge discovery, pattern recog- tion,machineintelligence,andvariousformsoflearning. This volumerevealsthe vigor, breadth and depth in research either directly or indirectly related to the rough sets theory introduced by Prof. Zdzis law Pawlak more than three decades ago. Evidence of this can be found in the seminal paper on data mining by Prof. Pawlak included in this volume. In addition, there are eight papers on the theory and application of rough sets as well as a presentation of a new version of the Rough Set Exploration System (RSES) tool set and an introduction to the Rough Set Database System (RSDS). Prof. Pawlak has contributed a pioneering paper on data mining to this v- ume. In this paper, it is shown that information ?ow in a ?ow graph is governed by Bayes’ rule with a deterministic rather than a probabilistic interpretation. A cardinal feature of this paper is that it is self-contained inasmuch as it not only introduces a new viewof information?owbut alsoprovidesanintroduction to the basic concepts of ?ow graphs. The representation of information ?ow - troduced in this paper makes it possible to study di?erent relationships in data and establishes a basis for a new mathematical tool for data mining. Inadditionto thepaperbyProf.