Explainability and importance estimate of time series classifier via embedded neural network

Abstract Time series is common across disciplines, however the analysis of time series is not trivial due to inter- and intra-relationships between ordered data sequences. This imposes limitation upon the interpretation and importance estimate of the features within a time series. In the case of mul...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Ho Tung Jeremy Chan, Ilija Šimić, Eduardo Veas
Format: Article
Language:English
Published: Nature Portfolio 2025-10-01
Online Access:https://doi.org/10.1038/s41598-025-17703-w