LEADER 04219nam  22007455  450 
001 9910483292903321
005 20200705204533.0
010   $a3-030-22574-7
024 7 $a10.1007/978-3-030-22574-2
035   $a(CKB)4100000008424409
035   $a(MiAaPQ)EBC5789661
035   $a(DE-He213)978-3-030-22574-2
035   $a(PPN)243770480
035   $a(EXLCZ)994100000008424409
100   $a20190614d2020      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aFuzzy Collaborative Forecasting and Clustering $eMethodology, System Architecture, and Applications /$fby Tin-Chih Toly Chen, Katsuhiro Honda
205   $a1st ed. 2020.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020.
215   $a1 online resource (99 pages) $cillustrations
225 1 $aSpringerBriefs in Applied Sciences and Technology,$x2191-530X
311   $a3-030-22573-9 
327   $aFuzzy 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.
330   $aThis book introduces the basic concepts of fuzzy collaborative forecasting and clustering, including its methodology, system architecture, and applications. It demonstrates how dealing with disparate data sources is becoming more and more popular due to the increasing spread of internet applications. The book proposes the concepts of collaborative computing intelligence and collaborative fuzzy modeling, and establishes several so-called fuzzy collaborative systems. It shows how technical constraints, security issues, and privacy considerations often limit access to some sources. This book is a valuable source of information for postgraduates, researchers and fuzzy control system developers, as it presents a very effective fuzzy approach that can deal with disparate data sources, big data, and multiple expert decision making.
410  0$aSpringerBriefs in Applied Sciences and Technology,$x2191-530X
606   $aComputational intelligence
606   $aData mining
606   $aArtificial intelligence
606   $aSociophysics
606   $aEconophysics
606   $aOperations research
606   $aDecision making
606   $aComputer simulation
606   $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aData-driven Science, Modeling and Theory Building$3https://scigraph.springernature.com/ontologies/product-market-codes/P33030
606   $aOperations Research/Decision Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/521000
606   $aSimulation and Modeling$3https://scigraph.springernature.com/ontologies/product-market-codes/I19000
615  0$aComputational intelligence.
615  0$aData mining.
615  0$aArtificial intelligence.
615  0$aSociophysics.
615  0$aEconophysics.
615  0$aOperations research.
615  0$aDecision making.
615  0$aComputer simulation.
615 14$aComputational Intelligence.
615 24$aData Mining and Knowledge Discovery.
615 24$aArtificial Intelligence.
615 24$aData-driven Science, Modeling and Theory Building.
615 24$aOperations Research/Decision Theory.
615 24$aSimulation and Modeling.
676   $a001.53
676   $a511.3223
700   $aChen$b Tin-Chih Toly$4aut$4http://id.loc.gov/vocabulary/relators/aut$0848082
702   $aHonda$b Katsuhiro$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910483292903321
996   $aFuzzy Collaborative Forecasting and Clustering$92052311
997   $aUNINA