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Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection
Research article (Structural Health Monitoring, 2023) · cited 17× · AI/ML
Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection
Summary
Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection is a scholarly article[1].
Key Facts
Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection's instance of is recorded as scholarly article[2].
References
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APA4ort.xyz Knowledge Graph. (2026). Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection. Retrieved May 24, 2026, from https://4ort.xyz/entity/unsupervised-deep-learning-framework-for-ultrasonic-based-distributed-damage-detection-in-concrete-integration-of-a-deep
MLA“Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/unsupervised-deep-learning-framework-for-ultrasonic-based-distributed-damage-detection-in-concrete-integration-of-a-deep.
BibTeX@misc{4ortxyz_unsupervised-deep-learning-framework-for-ultrasonic-based-distributed-damage-detection-in-concrete-integration-of-a-deep_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection}}, year = {2026}, url = {https://4ort.xyz/entity/unsupervised-deep-learning-framework-for-ultrasonic-based-distributed-damage-detection-in-concrete-integration-of-a-deep}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection — https://4ort.xyz/entity/unsupervised-deep-learning-framework-for-ultrasonic-based-distributed-damage-detection-in-concrete-integration-of-a-deep (retrieved 2026-05-24)
