Deep Active Learning-Enabled Cost-Effective Electricity Theft Detection in Smart Grids.
Lipeng ZhuWeijia WenJiayong LiCong ZhangBin ZhouZhikang ShuaiPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- cost effective
- active learning
- low cost
- cost effectiveness
- information and communication technologies
- detection method
- detection algorithm
- rfid tags
- selective sampling
- object detection
- training set
- data center
- false alarms
- learning strategies
- active learning strategies
- batch mode
- electric power
- pool based active learning
- false positives
- detection rate
- data sets
- labeled data
- supervised learning
- long term
- learning algorithm