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Issue No.12 - December (2010 vol.43)
pp: 36-43
Giuseppe Nuti , Citadel Securities
Chaiyakorn Yingsaeree , UK Centre for Financial Computing, London
ABSTRACT
Banks and investment funds are increasingly basing their competitiveness on the quality of their quantitative technology, including programming techniques, analytical methods, and applications such as financial forecasting, option pricing, and risk management, which are all essential elements of the field of computational finance.
INDEX TERMS
Finance, Computational finance, Machine learning, Data mining, Computer modeling
CITATION
Giuseppe Nuti, Chaiyakorn Yingsaeree, "Computational Finance", Computer, vol.43, no. 12, pp. 36-43, December 2010, doi:10.1109/MC.2010.343
REFERENCES
1. J.C. Hull, Options, Futures, and Other Derivatives, 7th Int'l ed., Prentice Hall, 2008.
2. H. Kitano, "Computational System Biology," Nature, Dec. 2002, pp. 206-209.
3. J.E. Gentle, Computational Statistics, Springer, 2009.
4. T. Mitchell, Machine Learning, McGraw Hill, 1997.
5. M. Fontana, "Simulation in Economics: Evidence on Diffusion and Communication," J. Artificial Societies and Social Simulation, vol. 9, no. 2, 2006, p. 8.
6. S. Mahfoud and G. Mani, "Financial Forecasting Using Genetic Algorithms," Applied Artificial Intelligence, vol. 10, 1996, pp. 543-565.
7. N. El Gayar et al., "An Empirical Comparison of Machine Learning Models for Time Series Forecasting," Econometric Rev., to appear in 2011.
8. J. Li and E.P.K. Tsang, "Investment Decision Making Using FGP: A Case Study," Proc. Congress on Evolutionary Computation (CEC 99), IEEE Press, 1999, pp. 6-9.
9. P.P. Boyle, "Options: A Monte Carlo Approach," J. Financial Economics, May 1977, pp. 323-338.
10. Z. Huang et al., "Credit Rating Analysis with Support Vector Machines and Neural Networks: A Market Comparative Study," Decision Support Systems, Sept. 2004, pp. 543-558.
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