Artificial Intelligence Algorithm for Optimal Time Series Data Model

• Published in: IEEE access Vol. 13; pp. 124211 - 124224
• Main Author: Wang, Kang
• Format: Journal Article
• Language: English
• Published: IEEE 2025
• Subjects: Analytical models; artificial intelligence algorithm; Autoregressive processes; Computational modeling; data model; Data models; generalization ability; Hidden Markov models; Predictive models; Time series; Time series analysis; weight pattern

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...