What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification

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Title:: What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification
Document type:: Zeitschriftenaufsatz
Author(s):: Schröder, Maresa ; Zamanian, Alireza ; Ahmidi, Narges
Keywords:: Article ; explainability (XAI) ; time series classification ; saliency methods ; latent feature importance ; deep learning
Journal title:: Machine Learning and Knowledge Extraction
Year:: 2023
Journal volume:: 5
Journal issue:: 2
Pages contribution:: 539-559
Fulltext / DOI:: doi:10.3390/make5020032
Publisher:: MDPI
E-ISSN:: 2504-4990
Date of publication:: 18.05.2023
CC license:: by, https://creativecommons.org/licenses/by/4.0

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