Unveiling the Black Box: A Unified XAI Framework for Signal-Based Deep Learning Models

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. Addr...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Ardeshir Shojaeinasab, Masoud Jalayer, Amirali Baniasadi, Homayoun Najjaran
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	MDPI AG 2024-02-01
Sarja:	Machines
Aiheet:	condition monitoring explainable artificial intelligence trustworthy artificial intelligence feature engineering signal processing
Linkit:	https://www.mdpi.com/2075-1702/12/2/121
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