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Label-Free Anomaly Detection Using Distributed Optical Fiber Acoustic Sensing

Deep learning anomaly detection is important in distributed optical fiber acoustic sensing (DAS). However, anomaly detection is more challenging than traditional learning tasks, due to the scarcity of true-positive data and the vast imbalance and irregularity within datasets. Furthermore, it is impo...

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Bibliografische gegevens
Hoofdauteurs: Yuyuan Xie, Maoning Wang, Yuzhong Zhong, Lin Deng, Jianwei Zhang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2023-04-01
Reeks:Sensors
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Online toegang:https://www.mdpi.com/1424-8220/23/8/4094
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