LBP4MTS: Local Binary Pattern-Based Unsupervised Representation Learning of Multivariate Time Series

Representation learning of multivariate time series is a crucial and complex task that offers valuable insights for numerous applications, including time series classification, trend analysis, and regression. Unsupervised learning approaches are often favored in practical scenarios due to the limite...

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Bibliographic Details
Main Authors: Chengyang Ye, Qiang Ma
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10292642/