A two-stage model for stock price prediction based on variational mode decomposition and ensemble machine learning method
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-023-08441-0.pdf
Reference66 articles.
1. Abdoos AA (2016) A new intelligent method based on combination of vmd and elm for short term wind power forecasting. Neurocomputing 203:111–120
2. Babikir A, Mwambi H (2016) Evaluating the combined forecasts of the dynamic factor model and the artificial neural network model using linear and nonlinear combining methods. Empir Econ 51(4):1541–1556
3. Bisoi R, Dash P, Mishra S (2019) Modes decomposition method in fusion with robust random vector functional link network for crude oil price forecasting. Appl Soft Comput 80:475–493
4. Bisoi R, Dash P, Parida A (2019) Hybrid variational mode decomposition and evolutionary robust kernel extreme learning machine for stock price and movement prediction on daily basis. Appl Soft Comput 74:652–678
5. Bollerslev T (1986) Generalized autoregressive conditional heteroskedaticicty. J Econometrics 52:307–327
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