An edition of Granular Computing (2001)

Granular Computing

An Emerging Paradigm

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Cover of: Granular Computing by Witold Pedrycz
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An edition of Granular Computing (2001)

Granular Computing

An Emerging Paradigm

by

  • 0 Ratings
  • 0 Want to read
  • 0 Currently reading
  • 0 Have read

Granular Computing is concerned with constructing and processing carried out at the level of information granules. Using information granules, we comprehend the world and interact with it, no matter which intelligent endeavor this may involve. The landscape of granular computing is immensely rich and involves set theory (interval mathematics), fuzzy sets, rough sets, random sets linked together in a highly synergetic environment. This volume is a first comprehensive treatment of this emerging paradigm and embraces its fundamentals, underlying methodological framework, and a sound algorithmic environment. The panoply of applications covered includes system identification, telecommunications, linguistics and music processing. Written by experts in the field, this volume will appeal to all developing intelligent systems, either working at the methodological level or interested in detailed system realization.

Publish Date
Language
English

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Previews available in: English

Subjects
Computer science, Artificial intelligence, Computer arithmetic, Electronic data processing

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Cover of: Granular Computing
Granular Computing: An Emerging Paradigm
2001
electronic resource : in English
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Book Details

Table of Contents

Interval Arithmetic and Interval Analysis
Interval and Ellipsodial Uncertainty Models
Nonlinear Bounded-Error Parameter Estimation Using Interval Computation
Random Sets
Rough Sets and Boolean Reasoning
Granulation and Nearest Neighborhoods
An Inquiry into the Theory of Defuzzification
Fuzzy Partitioning Methods
A Coding Method to Handle Linguistic Variables
A Formal Theory of Fuzzy Natural Language Quantification and Its Role in Granular Computing
Granularity and Specifity in Fuzzy Rule-Based Systems
Granular Computing in Neural Networks
Fuzzy Clustering for Multiple-Model Approaches in System Identification and Control
Information Granulation in Automated Modeling
Optical Music Recognition
Modeling MPEG VBR Video Traffic Using Type-2 Fuzzy Logic Systems
Induction of Rules about Complications with the Use of Rough Sets.

Edition Notes

Series
Studies in Fuzziness and Soft Computing -- 70, Studies in fuzziness and soft computing -- 70.

Classifications

Dewey Decimal Class
006.3
Library of Congress
Q334-342, TJ210.2-211.495

The Physical Object

Format
[electronic resource] :
Pagination
1 online resource.

ID Numbers

Open Library
OL27041708M
Internet Archive
granularcomputin00rokn
ISBN 10
3790818232, 3790824879
ISBN 13
9783790818239, 9783790824872
OCLC/WorldCat
864683110

Source records

Internet Archive item record
Better World Books record
Better World Books record

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
March 1, 2022 Edited by ImportBot import existing book
February 26, 2022 Edited by ImportBot import existing book
June 30, 2019 Created by MARC Bot Imported from Internet Archive item record