Shoaib Munawar

According to our database, Shoaib Munawar authored at least 6 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

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

Shoaib Munawar, Nadeem Javaid, Zeshan Aslam Khan, Naveed Ishtiaq Chaudhary, Muhammad Asif Zahoor Raja, Ahmad H. Milyani, Abdullah Ahmed Azhari

Sensors, 2022

2021

Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM.

Muhammad Asif, Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Nadeem Javaid

Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2021

Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids.

Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Benish Kabir, Nadeem Javaid

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model.

Shoaib Munawar, Muhammad Asif, Beenish Kabir, Pamir, Ashraf Ullah, Nadeem Javaid

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids.

Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Nadeem Javaid

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids.

Muhammad Asif, Ashraf Ullah, Shoaib Munawar, Benish Kabir, Pamir, Adil Khan, Nadeem Javaid

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021