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This chapter presents how the output of a data-driven anomaly detection system–consisting of a detected anomaly and the suspected causative data streams–can be integrated with the previously developed knowledge graph from Chapter 4 to enhance the diagnosis process for identifying an anomaly’s root cause.

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Combining a Deep Anomaly Detection with a Semantic Knowledge Graph for Diagnosis

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  • 发表日期：

    2025年

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  • Patrick Klein

摘要

This chapter presents how the output of a data-driven anomaly detection system–consisting of a detected anomaly and the suspected causative data streams–can be integrated with the previously developed knowledge graph from Chapter 4 to enhance the diagnosis process for identifying an anomaly’s root cause.