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Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU-BiLSTM Model with Feature Engineering-Based Preprocessing.

, , , , , , and . Sensors, 22 (20): 7818 (2022)

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Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids., , , , , , and . CISIS, volume 278 of Lecture Notes in Networks and Systems, page 249-258. Springer, (2021)Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids., , , , , and . CISIS, volume 278 of Lecture Notes in Networks and Systems, page 395-405. Springer, (2021)Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU-BiLSTM Model with Feature Engineering-Based Preprocessing., , , , , , and . Sensors, 22 (20): 7818 (2022)Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM., , , , , and . IMIS, volume 279 of Lecture Notes in Networks and Systems, page 108-119. Springer, (2021)Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids., , , , , and . CISIS, volume 278 of Lecture Notes in Networks and Systems, page 383-394. Springer, (2021)Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model., , , , , and . CISIS, volume 278 of Lecture Notes in Networks and Systems, page 297-308. Springer, (2021)