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Perception-based Data Mining and Decision Making in Economics and Finance: 36 (Studies in Computational Intelligence, 36) - Softcover
Synopsis
Perception-based Data Mining and Decision Making in Economics and Finance The primary goal of this book is to present to the scientific and management communities a selection of applications using recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve some economics and financial problems that are of utmost importance. The book starts with a coverage of data mining tools and techniques that may be of use and significance for economic and financial analyses and applications. Notably, fuzzy and natural language based approaches and solutions for a more human consistent dealing with decision support, time series analysis, forecasting, clustering, etc. are discussed. The second p...
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From the Back Cover
The primary goal of this book is to present to the scientific and management communities a selection of applications using recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve some economics and financial problems that are of utmost importance. The book starts with a coverage of data mining tools and techniques that may be of use and significance for economic and financial analyses and applications. Notably, fuzzy and natural language based approaches and solutions for a more human consistent dealing with decision support, time series analysis, forecasting, clustering, etc. are discussed. The second part deals with various decision making models, particularly under probabilistic and fuzzy uncertainty, and their applications in solving a wide array of problems including portfolio optimization, option pricing, financial engineering, risk analysis etc. The selected examples could also serve as a starting point or as an opening out, in the SC and CWP techniques application to a wider range of problems in economics and finance.
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- PublisherSpringer
- Publication date2010
- ISBN 10 3642071635
- ISBN 13 9783642071638
- BindingPaperback
- LanguageEnglish
- Number of pages383
- EditorBatyrshin Ildar, Sheremetov Leonid, Zadeh Lofti A.
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Perception-based Data Mining and Decision Making in Economics and Finance (Studies in Computational Intelligence, 36)
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Perception-based Data Mining and Decision Making in Economics and Finance
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ISBN 10: 3642071635
ISBN 13: 9783642071638
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The primary goal of this book is to present to the scientific and management communities a selection of applications using more recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve the economics and financial problems. The selected examples could also serve as a starting point or as an opening out, in the SC and CWP techniques application to a wider range of problems in economics and finance. Decision making in the present world is becoming more and more sophisticated, time consuming and difficult for human beings who require more and more computational support. This book addresses the significant increase on research and applications of Soft Computing and Computing with Words and Perceptions for decision making in Economics and Finance in recent years. Decision making is heavily based on information and knowledge usually extracted from the analysis of large amounts of data. Data mining techniques enabled with the capability to integrate human experience could be used for a more realistic business decision support. Computing with Words and Perceptions introduced by Lotfi Zadeh, can serve as a basis for such extension of traditional data mining and decision making systems. Fuzzy logic as a main constituent of CWP gives powerful tools for modeling and processing linguistic information defined on numerical domain. 384 pp. Englisch. Seller Inventory # 9783642071638
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Perception-based Data Mining and Decision Making in Economics and Finance
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ISBN 10: 3642071635
ISBN 13: 9783642071638
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniquesaims at the scientific and management communitiesincludes seleted examplesThe primary goal of this book is to pres. Seller Inventory # 5046244
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Perception-based Data Mining and Decision Making in Economics and Finance
Published by
Springer Berlin Heidelberg, 2010
ISBN 10: 3642071635
ISBN 13: 9783642071638
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The primary goal of this book is to present to the scientific and management communities a selection of applications using more recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve the economics and financial problems. The selected examples could also serve as a starting point or as an opening out, in the SC and CWP techniques application to a wider range of problems in economics and finance. Decision making in the present world is becoming more and more sophisticated, time consuming and difficult for human beings who require more and more computational support. This book addresses the significant increase on research and applications of Soft Computing and Computing with Words and Perceptions for decision making in Economics and Finance in recent years. Decision making is heavily based on information and knowledge usually extracted from the analysis of large amounts of data. Data mining techniques enabled with the capability to integrate human experience could be used for a more realistic business decision support. Computing with Words and Perceptions introduced by Lotfi Zadeh, can serve as a basis for such extension of traditional data mining and decision making systems. Fuzzy logic as a main constituent of CWP gives powerful tools for modeling and processing linguistic information defined on numerical domain. Seller Inventory # 9783642071638
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Perception-based Data Mining and Decision Making in Economics and Finance (Studies in Computational Intelligence, 36)
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Perception-based Data Mining and Decision Making in Economics and Finance (Studies in Computational Intelligence)
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