Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models
Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models
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Publisher
Basel: MDPI AG
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Language
English
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Publisher
Basel: MDPI AG
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Contents
Condition monitoring (CM) is essential for maintaining operational reliability and safety in complex machinery, particularly in robotic systems. Despite the potential of deep learning (DL) in CM, its ‘black box’ nature restricts its broader adoption, especially in mission-critical applications. Addressing this challenge, our research introduces a r...
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Full title
Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models
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TN_cdi_doaj_primary_oai_doaj_org_article_658a1e58f03a4f2d94ee4031b7c63dcd
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_658a1e58f03a4f2d94ee4031b7c63dcd
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ISSN
2075-1702
E-ISSN
2075-1702
DOI
10.3390/machines12020121
