Del 70 - Springer Optimization and Its Applications

Financial Decision Making Using Computational Intelligence

Inbunden, Engelska, 2012

AvMichael Doumpos,Constantin Zopounidis,Panos M. Pardalos

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The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures.

Produktinformation

Utgivningsdatum2012-07-21
Mått155 x 235 x 24 mm
Vikt650 g
FormatInbunden
SpråkEngelska
SerieSpringer Optimization and Its Applications
Antal sidor326
Upplaga2012
FörlagSpringer-Verlag New York Inc.
ISBN9781461437727

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Finansiering inom Ekonomi och Ledarskap
Företagsekonomi inom Ekonomi och Ledarskap

Preface.- List of Contributors.- 1. Statistically Principled Application of Computational Intelligence Techniques for Finance (J.V. Healy).- 2. Can Artificial Traders Learn and Err Like Human Traders? A New Direction for Computational Intelligence in Behavioral Finance (S.-H. Chen, K.-C. Shih, C.-C. Tai).- 3. Application of Intelligent Systems for News Analytics (C. Bozic, S. Chalup, D. Seese).- 4. Modelling and Trading the Greek Stock Market with Hybrid ARMA-Neural Network Models (C. L. Dunis, J. Laws, A. Karathanasopoulos).- 5. Pattern Detection and Analysis in Financial Time Series Using Suffix Arrays (K. F. Xylogiannopoulos, P. Karampelas, R. Alhajj).- 6. Genetic Programming for the Induction of Seasonal Forecasts: A Study on Weather Derivatives (A. Agapitos, M. O’Neill, A. Brabazon).- 7. Evolution Strategies for IPO Underpricing Prediction (D. Quintana, C. Luque, J. M. Valls, P. Isasi).- 8. Bayesian Networks for Portfolio Analysis and Optimization (S. Villa, F. Stella).- 9. Markov Chains in Modelling of the Russian Financial Market (G. A. Bautin and V. A. Kalyagin).- 10. Fuzzy Portfolio Selection Models: A Numerical Study (En. Vercher and J. D. Bermúdez).- 11. Financial Evaluation of Life Insurance Policies in High Performance Computing Environments (S. Corsaro, P. L. De Angelis, Z. Marino, P. Zanetti).- Index.