Transactions on Rough Sets IX

Zbigniew Bonikowski, Urszula Wybraniec-Skardowska (auth.), James F. Peters, Andrzej Skowron, Henryk Rybiński (eds.)3540898751, 9783540898757

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 book, which constitutes the ninth volume of the Transactions on Rough Sets series, providing evidence of the continuing growth of a number of research streams. It includes articles that are extensions of papers included in the first conference on Rough Sets and Intelligent Systems Paradigms.

The 26 papers presented in this volume introduce a number of new advances in the foundations and applications of artificial intelligence, engineering, image processing, logic, mathematics, medicine, music, and science.

Table of contents :
Front Matter….Pages –
Vagueness and Roughness….Pages 1-13
Modified Indiscernibility Relation in the Theory of Rough Sets with Real-Valued Attributes: Application to Recognition of Fraunhofer Diffraction Patterns….Pages 14-34
On Certain Rough Inclusion Functions….Pages 35-55
Automatic Rhythm Retrieval from Musical Files….Pages 56-75
FUN: Fast Discovery of Minimal Sets of Attributes Functionally Determining a Decision Attribute….Pages 76-95
Information Granulation: A Medical Case Study….Pages 96-113
Maximum Class Separability for Rough-Fuzzy C-Means Based Brain MR Image Segmentation….Pages 114-134
Approximation Schemes in Logic and Artificial Intelligence….Pages 135-144
Decision Rule Based Data Models Using NetTRS System Overview….Pages 145-156
A Rough Set Based Approach for ECG Classification….Pages 157-186
Universal Problem of Attribute Reduction….Pages 187-199
Extracting Relevant Information about Reduct Sets from Data Tables….Pages 200-211
Context Algebras, Context Frames, and Their Discrete Duality….Pages 212-229
A Study in Granular Computing: On Classifiers Induced from Granular Reflections of Data….Pages 230-263
On Classifying Mappings Induced by Granular Structures….Pages 264-286
The Neurophysiological Bases of Cognitive Computation Using Rough Set Theory….Pages 287-317
Diagnostic Feature Analysis of a Dobutamine Stress Echocardiography Dataset Using Rough Sets….Pages 318-327
Rules and Apriori Algorithm in Non-deterministic Information Systems….Pages 328-350
On Extension of Dependency and Consistency Degrees of Two Knowledges Represented by Covering….Pages 351-364
A New Approach to Distributed Algorithms for Reduct Calculation….Pages 365-378
From Information System to Decision Support System….Pages 379-404
Debellor: A Data Mining Platform with Stream Architecture….Pages 405-427
Category-Based Inductive Reasoning: Rough Set Theoretic Approach….Pages 428-443
Probabilistic Dependencies in Linear Hierarchies of Decision Tables….Pages 444-454
Automatic Singing Voice Recognition Employing Neural Networks and Rough Sets….Pages 455-473
Hierarchical Classifiers for Complex Spatio-temporal Concepts….Pages 474-750
Back Matter….Pages –