Artificial Intelligence Algorithm for Optimal Time Series Data Model

In order to solve the limitation of a large number of literatures on the study of modeling, simulation and prediction of time series data, there is no model selection, and a certain model is directly used for analysis. For three types of artificial intelligence models often applied to time series an...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 124211 - 124224
Main Author:	Wang, Kang
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Analytical models Artificial intelligence artificial intelligence algorithm Artificial neural networks Autoregressive moving-average models Autoregressive processes Carrier models Computational modeling Computer simulation data model Data models Empirical analysis generalization ability Hidden Markov models Markov chains Neural networks Numerical models Physical properties Predictive models Simulation Time series Time series analysis weight pattern
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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