Perception-based Data Mining and Decision Making in Economics and Finance (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
367
Utgivningsdatum
2007-03-01
Upplaga
2007 ed.
Förlag
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Medarbetare
Batyrshin, Ildar (ed.), Kacprzyk, Janusz (ed.), Sheremetov, Leonid (ed.), Zadeh, Lotfi A. (ed.)
Illustratör/Fotograf
37 schwarz-weiße Tabellen 95 schwarz-weiße Abbildungen Bibliographie
Illustrationer
37 Tables, black and white; XVI, 367 p.
Dimensioner
234 x 156 x 22 mm
Vikt
713 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783540362449
Perception-based Data Mining and Decision Making in Economics and Finance (inbunden)

Perception-based Data Mining and Decision Making in Economics and Finance

Inbunden Engelska, 2007-03-01
1999
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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.
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Innehållsförteckning

Data Mining.- Towards Human-Consistent Data-Driven Decision Support Systems via Fuzzy Linguistic Data Summaries.- Moving Approximation Transform and Local Trend Associations in Time Series Data Bases.- Perception Based Patterns in Time Series Data Mining.- Perception-Based Functions in Qualitative Forecasting.- Towards Automated Share Investment System.- Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data.- Invariant Hierarchical Clustering Schemes.- Decision Making.- Fuzzy Components of Cooperative Markets.- Possibilistic-Probabilistic Models and Methods of Portfolio Optimization.- Toward Graded and Nongraded Variants of Stochastic Dominance.- Option Pricing in the Presence of Uncertainty.- Nonstochastic Model-Based Finance Engineering.- Collective Intelligence in Multiagent Systems: Interbank Payment Systems Application.- Fuzzy Models in Credit Risk Analysis.