Ashraf Ullah

According to our database, Ashraf Ullah authored at least 13 papers between 2014 and 2022.

Collaborative distances:

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

2022

Adaptive Data Balancing Method Using Stacking Ensemble Model and Its Application to Non-Technical Loss Detection in Smart Grids.

Ashraf Ullah, Nadeem Javaid, Muhammad Umar Javed, Pamir, Byung-Seo Kim, Saeed Ali Bahaj

IEEE Access, 2022

AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids.

Ashraf Ullah, Nadeem Javaid, Muhammad Asif, Muhammad Umar Javed, Adamu Sani Yahaya

IEEE Access, 2022

2021

A Hybrid Deep Neural Network for Electricity Theft Detection Using Intelligent Antenna-Based Smart Meters.

Ashraf Ullah, Nadeem Javaid, Adamu Sani Yahaya, Tanzeela Sultana, Fahad Ahmad Al-Zahrani, Fawad Zaman

Wirel. Commun. Mob. Comput., 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

2020

CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid.

Ashraf Ullah, Nadeem Javaid, Omaji Samuel, Muhammad Imran, Muhammad Shoaib

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid.

Nazia Daood, Zahoor Ali Khan, Ashraf Ullah, Muhammad Jaffar Khan, Muhammad Adil, Nadeem Javaid

Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2019

A Comparative Analysis of Neural Networks and Enhancement of ELM for Short Term Load Forecasting.

Rahim Ullah, Nadeem Javaid, Ghulam Hafeez, Salim Ullah, Fahad Ahmad, Ashraf Ullah

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019

One Step Forward: Towards a Blockchain Based Trust Model for WSNs.

Abdul Mateen, Jawad Tanveer, Ashraf Ullah, Nasir Ali Khan, Mubariz Rehman, Nadeem Javaid

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

2014

Mining opinion components from unstructured reviews: A review.

Khairullah Khan, Baharum Baharudin, Aurangzeb Khan, Ashraf Ullah

J. King Saud Univ. Comput. Inf. Sci., 2014