A New Interval Type-2 Fuzzy Aggregation Approach for Combining Multiple Neural Networks in Clustering and Prediction of Time Series
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computational Theory and Mathematics,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s40815-022-01426-5.pdf
Reference46 articles.
1. Sfetsos, A., Siriopoulos, C.: Combinatorial time series forecasting based on clustering algorithms and neural networks. Neural Comput. Appl. 13, 56–64 (2004). https://doi.org/10.1007/s00521-003-0391-y
2. Li, Y., Bao, T., Gong, J., Shu, X., Zhang, K.: The prediction of dam displacement time series using STL, extra-trees, and stacked LSTM neural network. IEEE Access 8, 94440–94452 (2020). https://doi.org/10.1109/ACCESS.2020.2995592
3. Chacón, H., Kesici, E., Najafirad, P.: Improving financial time series prediction accuracy using ensemble empirical mode decomposition and recurrent neural networks. IEEE Access 8, 117133–117145 (2020). https://doi.org/10.1109/ACCESS.2020.2996981
4. Hu, Y., Sun, X., Nie, X., Li, Y., Liu, L.: An enhanced LSTM for trend following of time series. IEEE Access 7, 34020–34030 (2019). https://doi.org/10.1109/ACCESS.2019.2896621
5. Moghar, A., Hamiche, M.: Stock Market Prediction Using LSTM Recurrent Neural Network, in: Procedia Computer Science, vol. 170, 2020, pp. 1168–1173. https://doi.org/10.1016/j.procs.2020.03.049.
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