Shoaib Munawar - researchr alias

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Viewing Publication 1 - 6 from 6

2022

Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU-BiLSTM Model with Feature Engineering-Based PreprocessingShoaib Munawar, Nadeem Javaid, Zeshan Aslam Khan, Naveed Ishtiaq Chaudhary, Muhammad Asif Zahoor Raja, Ahmad H. Milyani, Abdullah Ahmed Azhari. sensors, 22(20):7818, 2022. [doi]

2021

Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart GridsMuhammad Asif, Ashraf Ullah, Shoaib Munawar, Benish Kabir, Pamir, Adil Khan 0001, Nadeem Javaid. cisis 2021: 249-258 [doi]

Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTMMuhammad Asif, Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Nadeem Javaid. imis 2022: 108-119 [doi]

Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart GridsBenish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Nadeem Javaid. cisis 2021: 383-394 [doi]

Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM ModelShoaib Munawar, Muhammad Asif, Beenish Kabir, Pamir, Ashraf Ullah, Nadeem Javaid. cisis 2021: 297-308 [doi]

Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart GridsPamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Benish Kabir, Nadeem Javaid. cisis 2021: 395-405 [doi]

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