Fuzzy collaborative forecasting and clustering : methodology, system architecture, and applications / Tin-Chih Toly Chen, Katsuhiro Honda.
2020
QA248.5
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Details
Title
Fuzzy collaborative forecasting and clustering : methodology, system architecture, and applications / Tin-Chih Toly Chen, Katsuhiro Honda.
Author
Chen, Tin-Chih Toly, author.
ISBN
9783030225742 (electronic book)
3030225747 (electronic book)
9783030225735
3030225747 (electronic book)
9783030225735
Published
Cham, Switzerland : Springer, [2020]
Language
English
Description
1 online resource : illustrations.
Item Number
10.1007/978-3-030-22
Call Number
QA248.5
Dewey Decimal Classification
511.3223
Summary
This book introduces the basic concepts of fuzzy collaborative forecasting and clustering, including its methodology, system architecture, and applications. It demonstrates how dealing with disparate data sources is becoming more and more popular due to the increasing spread of internet applications. The book proposes the concepts of collaborative computing intelligence and collaborative fuzzy modeling, and establishes several so-called fuzzy collaborative systems. It shows how technical constraints, security issues, and privacy considerations often limit access to some sources. This book is a valuable source of information for postgraduates, researchers and fuzzy control system developers, as it presents a very effective fuzzy approach that can deal with disparate data sources, big data, and multiple expert decision making.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed June 19, 2019).
Added Author
Honda, Katsuhiro, 1973- author.
Series
SpringerBriefs in applied sciences and technology.
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Online Access
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Table of Contents
Fuzzy Collaborative Intelligence and Systems
Linear Fuzzy Collaborative Forecasting Methods
Nonlinear Fuzzy Collaborative Forecasting Methods
Fuzzy Co-clustering
Collaborative Framework for Fuzzy Co-clustering
Three-mode Fuzzy Co-clustering
Collaborative Framework for Three-mode Fuzzy Co-clustering.
Linear Fuzzy Collaborative Forecasting Methods
Nonlinear Fuzzy Collaborative Forecasting Methods
Fuzzy Co-clustering
Collaborative Framework for Fuzzy Co-clustering
Three-mode Fuzzy Co-clustering
Collaborative Framework for Three-mode Fuzzy Co-clustering.