Research Catalog

Title

Rough-fuzzy hybridization : a new trend in decision-making / edited by S. Pal, A. Skowron.

Publication

New York : Springer Verlag, 1999.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Pal, Sankar K.
• Skowron, Andrzej.

Description

xiv, 454 pages : illustrations; 24 cm

Summary

• This volume provides a collection of twenty articles containing new material and describing the basic concepts and characterizing features of rough set theory and its integration with fuzzy set theory, for developing an efficient soft computing strategy of machine learning.
• Written by leading experts from all over the world, the contributions demonstrate how rough-fuzzy hybridization can be made in various ways to provide flexible information processing capabilities for handling different real-life, ambiguous decision-making problems. This volume provides a balanced mix of theory and application.

Subject

• Artificial intelligence
• Fuzzy sets
• Rough sets
• Decision making > Mathematical models
• Uncertainty

Bibliography (note)

• Includes bibliographical references.

Contents

• Rough Set Theory. Rough Sets: A Tutorial / J. Komorowski, Z. Pawlak and L. Polkowski / [et al.]. Rough Sets, Rough Function and Rough Calculus / Z. Pawlak. Decomposition and Synthesis of Decision Tables with Respect to Generalized Decision Functions / D. Slezak. Conflict Logic with Degrees / A. Nakamura. Approximation Mathematical Morphology. Rough Set Approach / L. Polkowski. Local Approach to Construction of Decision Trees / M. Moshkov -- Rough-Fuzzy Theory. Shadowed Sets: Bridging Fuzzy and Rough Sets / W. Pedrycz. Information Measures for Rough and Fuzzy Sets and Application to Uncertainty in Relational Databases / T. Beaubouef, F. E. Petry and G. Arora. Soft Concept Analysis / R. E. Kent -- Rough Set Application. A Rough Set Framework for Mining Propositional Default Rules / T. Mollestad and J. Komorowski. Power System Security Analysis Based on Rough Classification / G. Lambert-Torres, R. Rossi and J. A. Jardini / [et al.].
• Rough Sets and Principal Component Analysis and Their Applications in Data Model Building and Classification / R. W. Swiniarski. Medical Information Systems - Problems with Analysis and Way of Solutions / K. Slowinski and J. Stefanowski. Induction of Expert Decision Rules Using Rough Sets and Set-Inclusion / S. Tsumoto. Modelling Customer Retention with Statistical Techniques, Rough Data Models, and Genetic Programming / A. E. Eiben, T. J. Euverman and W. Kowalczyk / [et al.] -- Fough-Fuzzy Application. A Rough Sets Approach to Assessing Software Quality: Concepts and Rough Petri Net Models / J. F. Peters III and S. Ramanna. Assessment of Concert Hall Acoustics Using Rough Set and Fuzzy Set Approach / B. Kostek. Application of Fuzzy Logic and Rough Sets to Audio Signal Enhancement / A. Czyzewski and R. Krolikowski. Application of Fuzzy-Rough Sets in Modular Neural Networks / M. Sarkar and B. Yegnanrayana.
• Rough Fuzzy Knowledge-based Network - A Soft Computing Approach / S. Mitra and S. K. Pal.

ISBN

9814021008 (softcover)

LCCN

98036664

OCLC

• 504536269
• ocn504536269

Owning Institutions

Columbia University Libraries