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    Detection and diagnosis of unknown threats in power equipment using machine learning and Spark technology by Li Di, Cen Chen, Zhuo Lv, Mingyan Li, Nuannuan Li, Hao Chang

    Published 2025-01-01
    “…To effectively monitor and diagnose unknown threats, we have created an unknown threat detection model for power equipment based on Spark technology. Our research utilizes a lightweight gradient-based method for detecting known threats, and we propose a novel detection approach for unknown threats that combines classical anomaly detection methods, specifically support vector machines, with autoencoders. …”
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    Comprehensive Utilization Pattern of the Bohai Rim Coastline Using the Restrictive Composite Index Method by Yun Zhang, Tong Wu, Yuanzhi Ye

    Published 2021-01-01
    “…We quantitatively analyzed the comprehensive utilization pattern of the Bohai Rim coastline, China, in terms of the coastline utilization type and spatial agglomeration characteristics. …”
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