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Cover image for book Fuzzy Collaborative Forecasting and Clustering

Fuzzy Collaborative Forecasting and Clustering

Methodology, System Architecture, and Applications
By:Tin-Chih Toly Chen; Katsuhiro Honda
Publisher:Springer Nature
Print ISBN:9783030225735
eText ISBN:9783030225742
Edition:0
Copyright:2020
Format:Reflowable

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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.