03571nam 22006975 450 991048329290332120250626163903.03-030-22574-710.1007/978-3-030-22574-2(CKB)4100000008424409(MiAaPQ)EBC5789661(DE-He213)978-3-030-22574-2(PPN)243770480(EXLCZ)99410000000842440920190614d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierFuzzy Collaborative Forecasting and Clustering Methodology, System Architecture, and Applications /by Tin-Chih Toly Chen, Katsuhiro Honda1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (99 pages) illustrationsSpringerBriefs in Applied Sciences and Technology,2191-53183-030-22573-9 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.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.SpringerBriefs in Applied Sciences and Technology,2191-5318Computational intelligenceData miningArtificial intelligenceSystem theoryOperations researchComputer simulationComputational IntelligenceData Mining and Knowledge DiscoveryArtificial IntelligenceComplex SystemsOperations Research and Decision TheoryComputer ModellingComputational intelligence.Data mining.Artificial intelligence.System theory.Operations research.Computer simulation.Computational Intelligence.Data Mining and Knowledge Discovery.Artificial Intelligence.Complex Systems.Operations Research and Decision Theory.Computer Modelling.001.53511.3223Chen Tin-Chih Tolyauthttp://id.loc.gov/vocabulary/relators/aut848082Honda Katsuhiroauthttp://id.loc.gov/vocabulary/relators/autBOOK9910483292903321Fuzzy Collaborative Forecasting and Clustering2052311UNINA