Self-adaptive type-1/type-2 hybrid fuzzy reasoning techniques for two-factored stock index time-series prediction
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
http://link.springer.com/article/10.1007/s00500-017-2763-8/fulltext.html
Reference54 articles.
1. Askaria S, Montazerina N, Zarandi MHF (2015) A clustering based forecasting algorithm for multivariable fuzzy time series using linear combinations of independent variables. Appl Soft Comput 35:151–160
2. Bajestani NS, Zare A (2011) Forecasting TAIEX using improved type 2 fuzzy time series. Expert Syst Appl 38(5):5816–5821
3. Barnea O, Solow AR, Stonea L (2006) On fitting a model to a population time series with missing values. Isr J Ecol Evol 52:1–10
4. Bhattacharya D, Konar A, Das P (2016) Secondary factor induced stock index time-series prediction using self-adaptive interval type-2 fuzzy sets. Neurocomputing 171:551–568
5. Cai Q, Zhang D, Zheng W, Leung SCH (2015) A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression. Knowl Based Syst 74:61–61
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