Semi-supervised electricity theft detection in smart grids: A hybrid generative-discriminative framework integrating conditional generation and multi-prototype consistency learning
Meng Qi; Jun Wang; Shanshan Yin; Xiaohua Li; Yonghai Zhu; Xuguang Zhang
- Published
- Publisher
- Elsevier BV
- Journal / collection
- Engineering Applications of Artificial Intelligence
- Research area
- Energy & infrastructure
- Source type
- Journal article
- DOI
- 10.1016/j.engappai.2026.115847
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Cite this source
Meng Qi; Jun Wang; Shanshan Yin; Xiaohua Li; Yonghai Zhu; Xuguang Zhang. Semi-supervised electricity theft detection in smart grids: A hybrid generative-discriminative framework integrating conditional generation and multi-prototype consistency learning. Engineering Applications of Artificial Intelligence. 2026-10. https://doi.org/10.1016/j.engappai.2026.115847