Incomplete Time Series: Imputation through Genetic Algorithms

Author:

Figueroa-García Juan Carlos,Kalenatic Dusko,López César Amilcar

Publisher

Springer Berlin Heidelberg

Reference48 articles.

1. Abdella, M., Marwala, T.: Treatment of missing data using neural networks and genetic algorithms. In: IEEE (ed.) Proceedings of International Joint Conference on Neural Networks, pp. 598–603. IEEE (2005)

2. Abdella, M., Marwala, T.: The use of genetic algorithms and neural networks to approximate missing data in database. In: IEEE (ed.) IEEE 3rd International Conference on Computational Cybernetics, ICCC 2005, vol. 3, pp. 207–212. IEEE (April 2005)

3. Anderson, T.W.: The Statistical Analysis of Time Series. John Wiley and Sons (1994)

4. Arnold, M.: Reasoning about non-linear AR models using expectation maximization. Journal of Forecasting 22(6), 479–490 (2003)

5. Aytug, H., Bhattacharrya, S., Koehler, G.J.: A markov chain analysis of genetic algorithms with power of 2 cardinality alphabets. ORSA Journal on Computing 96(6), 195–201 (1997)

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