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Perception-based data mining and decision making in economics and finance

Author: I Z Batyrshin
Publisher: Berlin ; New York : Springer, ©2007.
Series: Studies in computational intelligence, v. 36.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

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  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: I Z Batyrshin
ISBN: 9783540362449 3540362444
OCLC Number: 122260031
Description: xvi, 367 pages : illustrations ; 24 cm.
Contents: Precisiated Natural Language (PNL) / Lotfi A. Zadeh --
Towards human-consistent data-driven decision support systems via fuzzy linguistic data summaries / Janusz Kacprzyk and Slawomir Zadrozny --
Moving approximation transform and local trend associations in time series data bases / Ildar Batyrshin [and others] --
Perception based patterns in time series data mining / Ildar Batyrshin, Leonid Sheremetov and Raul Herrera-Avelar --
Perception-based functions in qualitative forecasting / Ildar Batyrshin and Leonid Sheremetov --
Towards automated share investment system / Dymitr Ruta --
Estimating classification uncertainty of Bayesian decision tree technique on financial data / Vitaly Schetinin [and others] --
Invariant hierarchical clustering schemes / Ildar Batyrshin and Tamas Rudas --
Fuzzy components of cooperative markets / Milan Mares̆ --
Possibilistic-probabilistic models and methods of portfolio optimization / Alexander V. Yazenin --
Toward graded and nongraded variants of stochastic dominance / Bernard De Baets and Hans De Meyer --
Option pricing in the presence of uncertainty / Silvia Muzzioli and Huguette Reynaerts --
Nonstochastic model-based finance engineering / Toshihiro Kaino and Kaoru Hirota --
Collective intelligence in multiagent systems : interbank payment systems application / Luis Rocha-Mier, Leonid Sheremetov and Francisco Villarreal --
Fuzzy models in credit risk analysis / Antonio Carlos Pinto Dias Alves.
Series Title: Studies in computational intelligence, v. 36.
Responsibility: Ildar Batyrshin [and others] (eds.).
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