Time Series Determinism Recognition by LSTM Model

The problem of time series determinism measurement is investigated. It is shown that a deep learning model can be used as a determinism measure of a time series. Three distinct time series classes were utilised to verify the feasibility of differentiating deterministic time series: deterministic, de...

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Bibliographic Details
Main Authors: Janusz Miśkiewicz, Paweł Witkowicz
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/12/2000
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