Deep learning and XAI techniques for anomaly detection integrating the theory and practice of deep anomaly explainability

Despite promising advances, the opaque nature of deep learning models makes it difficult to interpret them, which is a drawback in terms of their practical deployment and regulatory compliance. Deep Learning and XAI Techniques for Anomaly Detection shows you state-of-the-art methods that'll hel...

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Bibliographische Detailangaben

1. Verfasser:	Simon, Cher (VerfasserIn)
Weitere Verfasser:	Barr, Jeff (MitwirkendeR)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Birmingham, UK Packt Publishing Ltd. 2023
Ausgabe:	1st edition.
Schlagworte:	Machine learning > Industrial applications Anomaly detection (Computer security) Apprentissage automatique ; Applications industrielles Détection d'anomalies (Sécurité informatique) Machine learning ; Industrial applications
Online-Zugang:	lizenzpflichtig
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