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008 150903s2012 xxu| o |||| 0|eng d
020 _a9781461437734
_99781461437734
024 7 _a10.1007/9781461437734
_2doi
035 _avtls000341106
039 9 _a201509030832
_bVLOAD
_c201405050223
_dVLOAD
_y201402061051
_zstaff
040 _aMX-SnUAN
_bspa
_cMX-SnUAN
_erda
050 4 _aQA402-402.37
100 1 _aDoumpos, Michael.
_eeditor.
_9303649
245 1 0 _aFinancial Decision Making Using Computational Intelligence /
_cedited by Michael Doumpos, Constantin Zopounidis, Panos M. Pardalos.
264 1 _aBoston, MA :
_bSpringer US :
_bImprint: Springer,
_c2012.
300 _axvii, 324 páginas 89 ilustraciones, 47 ilustraciones en color.
_brecurso en línea.
336 _atexto
_btxt
_2rdacontent
337 _acomputadora
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
_2rda
490 0 _aSpringer Optimization and Its Applications,
_x1931-6828 ;
_v70
500 _aSpringer eBooks
505 0 _aPreface -- 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.
520 _aFinancial 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 research and computer science. The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures. In this context, the field of computational intelligence provides a wide range of useful techniques, including new modeling tools for decision making under risk and uncertainty, data mining techniques for analyzing complex data bases, and powerful algorithms for complex optimization problems.   This book presents the recent advances made in financial decision making using computational intelligence, covering both new methodological developments as well as new emerging application areas. This work covers a wide range of topics related to financial decision making, financial modeling, risk management, and financial engineering, including algorithmic trading, financial time-series analysis, asset pricing, portfolio management, auction markets, and insurance services. Practitioners in the financial industry as well as operations researchers, management scientists, and data analysts will find this publication highly useful.
590 _aPara consulta fuera de la UANL se requiere clave de acceso remoto.
700 1 _aZopounidis, Constantin.
_eeditor.
_9303650
700 1 _aPardalos, Panos M.
_eeditor.
_9299588
710 2 _aSpringerLink (Servicio en línea)
_9299170
776 0 8 _iEdición impresa:
_z9781461437727
856 4 0 _uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/978-1-4614-3773-4
_zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942 _c14
999 _c288574
_d288574