An improved fuzzy time series forecasting model
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References
Abbasov, A.M.,and Mamedova, M.H., 2003. Application of fuzzy time series to population forecasting. Vienna University of Technology. 12: 545–552.
Abreu, P. H., Silva, D. C., Mendes-Moreira, J., Reis, L. P.,and Garganta, J., 2013. Using multivariate adaptive regression splines in the construction of simulated soccer team’s behavior models. International Journal of Computational Intelligence Systems. 6(5): 893–910.
Aladag, S., Aladag, C. H., Mentes, T.,and Egrioglu, E., 2012. A new seasonal fuzzy time series method based on the multiplicative neuron model and SARIMA. Hacettepe Journal of Mathematics and Statistics. 41(3): 145–163.
Bas, E., Vedide, Uslu, V.R.,Yolcu, U., andEgrioglu, E., 2014. A modied genetic algorithm for forecasting fuzzy time series. Applied Intelligence, 41(2): 453–463.
Box, G. E. P.,and Jenkins, G. M., 1970. Time series analysis: Forecasting and control. Holden-Day. San Fancisco, 546 pages.
Chen, S. M., 1996. Forecasting enrollments based on fuzzy time series. Fuzzy Sets and Systems. 81(3): 311–319.
Chen, S. M.,and Hsu, C. C., 2004. A new method to forecast enrollments using fuzzy time series. International Journal of Applied Science and Engineering. 2(3): 234–244.
Chen, J. and Hung, W., 2015. An automatic clustering algorithm for probability density functions. J. Stat. Comput. Simul. 85(1): 3047–3063.
Huarng, K., 2001. Heuristic models of fuzzy time series for forecasting. Fuzzy Sets and Systems. 123(3): 369–386.
Singh, S. R., 2007. A simple method of forecasting based on fuzzy time series. Applied Mathematics and Computation. 186(1): 330–339.
Song, Q. and Chissom, B. S., 1993. Fuzzy time series and its models. Fuzzy Sets and Systems. 54(3): 269–277.
Tai V. V.,and Nghiep L. D., 2019. An improved fuzzy time series forecasting model using variations of data. 21(3): 852 – 864.