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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques - Couverture rigide
Synopsis
Introduction.- Fuzzy Time Series Modeling Approaches: A Review.- Efficient One-Factor Fuzzy Time Series Forecasting Model.- High-order Fuzzy-Neuro Time Series Forecasting Model.- Two-Factors High-order Neuro-Fuzzy Forecasting Model.- FTS-PSO Based Model for M-Factors Time Series Forecasting.- Indian Summer Monsoon Rainfall Prediction.- Conclusions.
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Applications of Soft Computing in Time Series Forecasting. Simulation and Modeling Techniques.
Edité par
Cham, Springer., 2016
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Ancien ou d'occasion
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Vendeur : Universitätsbuchhandlung Herta Hold GmbH, Berlin, Allemagne
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XXI, 158 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Studies in Fuzziness and Soft Computing ; 330. Sprache: Englisch. N° de réf. du vendeur 6518GB
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Applications of Soft Computing in Time Series Forecasting
Edité par
Springer International Publishing, 2015
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides the readers with the necessary theoretical background and practical tools for designing time series forecasting models using a combination of soft computing techniques Presents improved methods for fuzzy time series modeling Incl. N° de réf. du vendeur 81169240
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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing, 330)
Edité par
Springer, 2015
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Ancien ou d'occasion
Couverture rigide
Vendeur : Michael Knight, Bookseller, Forest Grove, OR, Etats-Unis
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hardcover. Etat : Very Good. Hardcover issued without dust-jacket. Clean and solid. Ships from a smoke-free home. N° de réf. du vendeur mon0000005949
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Applications of Soft Computing in Time Series Forecasting : Simulation and Modeling Techniques
Edité par
Springer International Publishing, 2015
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book reports on an in-depth study of fuzzy time series (FTS) modeling. It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach. In particular, the book describes novel methods resulting from the hybridization of FTS modeling approaches with neural networks and particle swarm optimization. It also demonstrates how a new ANN-based model can be successfully applied in the context of predicting Indian summer monsoon rainfall. Thanks to its easy-to-read style and the clear explanations of the models, the book can be used as a concise yet comprehensive reference guide to fuzzy time series modeling, and will be valuable not only for graduate students, but also for researchers and professionals working for academic, business and government organizations. N° de réf. du vendeur 9783319262925
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Applications of Soft Computing in Time Series Forecasting
Edité par
Springer International Publishing Nov 2015, 2015
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book reports on an in-depth study of fuzzy time series (FTS) modeling. It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach. In particular, the book describes novel methods resulting from the hybridization of FTS modeling approaches with neural networks and particle swarm optimization. It also demonstrates how a new ANN-based model can be successfully applied in the context of predicting Indian summer monsoon rainfall. Thanks to its easy-to-read style and the clear explanations of the models, the book can be used as a concise yet comprehensive reference guide to fuzzy time series modeling, and will be valuable not only for graduate students, but also for researchers and professionals working for academic, business and government organizations. 180 pp. Englisch. N° de réf. du vendeur 9783319262925
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Applications of Soft Computing in Time Series Forecasting
ISBN 10 : 3319262920
ISBN 13 : 9783319262925
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Buch. Etat : Neu. Neuware -This book reports on an in-depth study of fuzzy time series (FTS) modeling. It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach. In particular, the book describes novel methods resulting from the hybridization of FTS modeling approaches with neural networks and particle swarm optimization. It also demonstrates how a new ANN-based model can be successfully applied in the context of predicting Indian summer monsoon rainfall. Thanks to its easy-to-read style and the clear explanations of the models, the book can be used as a concise yet comprehensive reference guide to fuzzy time seriesmodeling, and will be valuable not only for graduate students, but also for researchers and professionals working for academic, business and government organizations.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 180 pp. Englisch. N° de réf. du vendeur 9783319262925
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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing, 330)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing, 330)
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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques
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Hardcover. Etat : Brand New. 180 pages. 9.25x6.25x0.75 inches. In Stock. N° de réf. du vendeur x-3319262920
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Applications of Soft Computing in Time Series Forecasting: Simulation and Modeling Techniques (Studies in Fuzziness and Soft Computing, 330)
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Etat : New. N° de réf. du vendeur ABLIING23Mar3113020092021
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