Electricity Theft Detection Method Based on Ensemble Learning and Prototype Learning
Xinwu Sun,
Jiaxiang Hu,
Zhenyuan Zhang
et al.
Abstract:With the development of advanced metering infrastructure (AMI), large amounts of electricity consumption data can be collected for electricity theft detection. However, the imbalance of electricity consumption data is violent, which makes the training of detection model challenging. In this case, this paper proposes an electricity theft detection method based on ensemble learning and prototype learning, which has great performance on imbalanced dataset and abnormal data with different abnormal level. In this p… Show more
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