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