Verfügbarkeit: Applications of soft computing in time series forecasting

Applications of soft computing in time series forecasting: Simulation and modeling techniques

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Bibliographische Detailangaben
1. Verfasser:	Singh, Pritpal (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer International Publishing [2016]
Schriftenreihe:	Studies in fuzziness and soft computing volume 330
Schlagworte:	Engineering Artificial intelligence Computer simulation Statistical physics Computational intelligence Computational Intelligence Nonlinear Dynamics Simulation and Modeling Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz
Online-Zugang:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract
Beschreibung:	1 Online Ressource (xxi, 158 p. 24 illus., 14 illus. in color)
ISBN:	9783319262932
DOI:	10.1007/978-3-319-26293-2

Internformat

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Datensatz im Suchindex

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adam_text	APPLICATIONS OF SOFT COMPUTING IN TIME SERIES FORECASTING / SINGH, PRITPAL : 2016 ABSTRACT / INHALTSTEXT 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. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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indexdate	2024-08-01T12:12:10Z
institution	BVB
isbn	9783319262932
language	English
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series	Studies in fuzziness and soft computing
series2	Studies in fuzziness and soft computing
spellingShingle	Singh, Pritpal Applications of soft computing in time series forecasting Simulation and modeling techniques Studies in fuzziness and soft computing Engineering Artificial intelligence Computer simulation Statistical physics Computational intelligence Computational Intelligence Nonlinear Dynamics Simulation and Modeling Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz
title	Applications of soft computing in time series forecasting Simulation and modeling techniques
title_auth	Applications of soft computing in time series forecasting Simulation and modeling techniques
title_exact_search	Applications of soft computing in time series forecasting Simulation and modeling techniques
title_full	Applications of soft computing in time series forecasting Simulation and modeling techniques Pritpal Singh
title_fullStr	Applications of soft computing in time series forecasting Simulation and modeling techniques Pritpal Singh
title_full_unstemmed	Applications of soft computing in time series forecasting Simulation and modeling techniques Pritpal Singh
title_short	Applications of soft computing in time series forecasting
title_sort	applications of soft computing in time series forecasting simulation and modeling techniques
title_sub	Simulation and modeling techniques
topic	Engineering Artificial intelligence Computer simulation Statistical physics Computational intelligence Computational Intelligence Nonlinear Dynamics Simulation and Modeling Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz
topic_facet	Engineering Artificial intelligence Computer simulation Statistical physics Computational intelligence Computational Intelligence Nonlinear Dynamics Simulation and Modeling Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz
url	https://doi.org/10.1007/978-3-319-26293-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028635053&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV020843944
work_keys_str_mv	AT singhpritpal applicationsofsoftcomputingintimeseriesforecastingsimulationandmodelingtechniques

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