Autoencoder-Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm

This paper introduces an algorithm for the detection of change-points and the identification of the corresponding subsequences in transient multivariate time-series data (MTSD). The analysis of such data has become increasingly important due to growing availability in many industrial fields. Labelin...

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Detalhes bibliográficos
Principais autores: Jonas Kohne, Lars Henning, Clemens Guhmann
Formato: Artigo
Idioma:English
Publicado em: IEEE 2023-01-01
coleção:IEEE Access
Assuntos:
Acesso em linha:https://ieeexplore.ieee.org/document/10049550/