Granular Computing An Introduction
This book is about Granular Computing (GC) - an emerging conceptual and of information processing. As the name suggests, GC concerns computing paradigm processing of complex information entities - information granules. In essence, information granules arise in the process of abstraction of data and...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer US
2003, 2003
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| Edition: | 1st ed. 2003 |
| Series: | The Springer International Series in Engineering and Computer Science
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- I - Methodology and Mathematical Framework
- 1 Granular Computing as an Emerging Prardigm of Information Processing
- 2 Sets and Intervals
- 3 Fuzzy Sets
- 4 Rough Sets
- 5 Generalisations of Information Granules
- II — Algorithms of Information Granulation
- 6 From Numbers to Information Granules
- 7 Recursive Information Granulation
- 8 Granular Prototyping in Fuzzy Clustering
- 9 Logic-Based Fuzzy Clustering
- 10 Semantical Stability of Information Granules
- III — Granular World Communications
- 11 Communications Between Granular Worlds: Fundamentals
- 12 Networking of Granular Worlds: Collaborative Clustering
- 13 Directional Models of Granular Communication
- 14 Intelligent Agents and Granular Worlds
- 15 Self-Organising Maps in the Design and Processing of Granular Information
- 16 Temporal Granulation and Signal Analysis
- 17 — Granular Data Compression
- 18 Interval State Estimation in Systems Modelling
- Epilogue