
Handbook of Granular Computing
by Pedrycz, Witold; Skowron, Andrzej; Kreinovich, VladikBuy New
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Summary
Author Biography
Witold Pedrycz is a Professor and Canada Research Chair (CRC) in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. He is also with the Systems Research Institute of the Polish Academy of Sciences. He is actively pursuing research in Computational Intelligence, fuzzy modeling, knowledge discovery and data mining, fuzzy control including fuzzy controllers, pattern recognition, knowledge-based neural networks, relational computation, bioinformatics, and Software Engineering. He has published numerous papers in this area. He is also an author of 9 research monographs covering various aspects of Computational Intelligence and Software Engineering.
Andrzej Skowron holds a Ph.D. degree in Mathematical Foundations of Computer Science from the University of Warsaw in Poland, Doctor of Science (Habilitation) degree in Mathematical Foundations of Computer Science from the University of Warsaw in Poland. In 1991 he received the Scientific Title of Professor. Andrzej Skowron is the author and co-author of more than 280 scientific publications, 15 edited books and several special issues of international journals.
Vladik Kreinovich Department of Computer Science University of Texas. He received his M.S. in Mathematics and Computer Science from St. Petersburg University, Russia, in 1974, and Ph.D. from the Institute of Mathematics, Soviet Academy of Sciences, Published 6 books and more than 600 papers. Member of the editorial board of the international journal "Reliable Computing" (formerly, "Interval Computations"), and several other journals. Co-maintainer of the international website on interval computations.
Table of Contents
Preface | |
Foreword | |
Biographies | |
Fundamentals and Methodology of Granular Computing Based on Interval Analysis | |
Interval Computation as an Important Part of Granular Computing: An Introduction | |
Stochastic Arithmetic as a Model of Granular Computing | |
Fundamentals of Interval Analysis and Linkages to Fuzzy Set Theory | |
Interval Methods for Non-Linear Equation Solving Applications | |
Fuzzy Sets as a User-Centric Processing Framework of Granular Computing | |
Measurement and Elicitation of Membership Functions | |
Fuzzy Clustering as a Data-Driven Development Environment for Information Granules | |
Encoding and Decoding of Fuzzy Granules | |
Systems of Information Granules | |
Logical Connectives for Granular Computing | |
Calculi of Information Granules. Fuzzy Relational Equations | |
Fuzzy Numbers and Fuzzy Arithmetic | |
Rough-Granular Computing | |
Wisdom Granular Computing | |
Granular Computing for Reasoning about Ordered Data: The Dominance-Based Rough Set Approach | |
A Unified Approach to Granulation of Knowledge and Granular Computing Based on Rough Mereology: A Survey | |
A Unified Framework of Granular Computing | |
Quotient Spaces and Granular Computing | |
Rough Sets and Granular Computing: Toward Rough-Granular Computing | |
Construction of Rough Information Granules | |
Spatiotemporal Reasoning in Rough Sets and Granular Computing | |
Hybrid Methods and Models of Granular Computing | |
A Survey of Interval-Valued Fuzzy Sets | |
Measurement Theory and Uncertainty in Measurements: Application of Interval Analysis and Fuzzy Sets Methods | |
Fuzzy Rough Sets: From Theory into Practice | |
On Type 2 Fuzzy Sets as Granular Models for Words | |
Design of Intelligent Systems with Interval Type-2 Fuzzy Logic | |
Theoretical Aspects of Shadowed Sets | |
Fuzzy Representations of Spatial Relations for Spatial Reasoning | |
RoughGNeural Methodologies in Granular Computing | |
Approximation and Perception in Ethology-Based Reinforcement Learning | |
Fuzzy Linear Programming | |
A Fuzzy Regression Approach to Acquisition of Linguistic Rules | |
Table of Contents provided by Publisher. All Rights Reserved. |
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