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...

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Hlavní autoři:	Ardeshir Shojaeinasab, Masoud Jalayer, Amirali Baniasadi, Homayoun Najjaran
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-02-01
Edice:	Machines
Témata:	condition monitoring explainable artificial intelligence trustworthy artificial intelligence feature engineering signal processing
On-line přístup:	https://www.mdpi.com/2075-1702/12/2/121
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