Perception-based Data Mining and Decision Making in Economics and Finance by Leonid Sheremetov, Lofti A. Zadeh, Ildar Batyrshin (Paperback, 2010)

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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 is heavily based on information and knowledge usually extracted from the analysis of large amounts of data.

About this product

Product Information

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.

Product Identifiers

PublisherSpringer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-139783642071638
eBay Product ID (ePID)178380450

Product Key Features

Publication NamePerception-Based Data Mining and Decision Making in Economics and Finance
SubjectEngineering & Technology, Computer Science
Publication Year2010
TypeTextbook
FormatPaperback
LanguageEnglish
AuthorLeonid Sheremetov, Lofti A. Zadeh, Ildar Batyrshin
Number of Pages367 Pages

Dimensions

Item Height235 mm
Item Weight587 g
Item Width155 mm
Volume36

Additional Product Features

EditorIldar Batyrshin, Lofti A. Zadeh, Leonid Sheremetov
Country/Region of ManufactureGermany
Series TitleStudies in Computational Intelligence