Financial Decision Making Using Computational Intelligence

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Doumpos, Michael (Επιμελητής έκδοσης), Zopounidis, Constantin (Επιμελητής έκδοσης), Pardalos, Panos M. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2012.
• Σειρά: Springer Optimization and Its Applications, 70
• Θέματα: Mathematics.; Finance.; Operations research.; Management science.; Operations Research, Management Science.; Finance, general.

Financial Decision Making Using Computational Intelligence covers all the recent developments in complex financial decision making through computational intelligence approaches. Computational intelligence has evolved rapidly in recent years and it is now one of the most active fields in operations r...

Πίνακας περιεχομένων:

• 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.