Ashraf Ullah

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Feature Extraction And Classification

Dimensional Vector

Load Forecasting

Top Venues

Wirel. Commun. Mob. Comput.

Publications

Ashraf Ullah, Nadeem Javaid, Muhammad Asif, Muhammad Umar Javed, Adamu Sani Yahaya
AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids. IEEE Access 10 (2022)
Ashraf Ullah, Nadeem Javaid, Muhammad Umar Javed, Pamir, Byung-Seo Kim, Saeed Ali Bahaj
Adaptive Data Balancing Method Using Stacking Ensemble Model and Its Application to Non-Technical Loss Detection in Smart Grids. IEEE Access 10 (2022)
Muhammad Asif, Ashraf Ullah, Shoaib Munawar, Benish Kabir, Pamir, Adil Khan, Nadeem Javaid
Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids. CISIS (2021)
Ashraf Ullah, Nadeem Javaid, Adamu Sani Yahaya, Tanzeela Sultana, Fahad Ahmad Al-Zahrani, Fawad Zaman
A Hybrid Deep Neural Network for Electricity Theft Detection Using Intelligent Antenna-Based Smart Meters. Wirel. Commun. Mob. Comput. 2021 (2021)
Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Nadeem Javaid
Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids. CISIS (2021)
Shoaib Munawar, Muhammad Asif, Beenish Kabir, Pamir, Ashraf Ullah, Nadeem Javaid
Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model. CISIS (2021)
Muhammad Asif, Benish Kabir, Pamir, Ashraf Ullah, Shoaib Munawar, Nadeem Javaid
Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM. IMIS (2021)
Pamir, Ashraf Ullah, Shoaib Munawar, Muhammad Asif, Benish Kabir, Nadeem Javaid
Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids. CISIS (2021)
Ashraf Ullah, Nadeem Javaid, Omaji Samuel, Muhammad Imran, Muhammad Shoaib
CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid. IWCMC (2020)
Nazia Daood, Zahoor Ali Khan, Ashraf Ullah, Muhammad Jaffar Khan, Muhammad Adil, Nadeem Javaid
Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid. AINA Workshops (2020)
Abdul Mateen, Jawad Tanveer, Ashraf Ullah, Nasir Ali Khan, Mubariz Rehman, Nadeem Javaid
One Step Forward: Towards a Blockchain Based Trust Model for WSNs. 3PGCIC (2019)
Rahim Ullah, Nadeem Javaid, Ghulam Hafeez, Salim Ullah, Fahad Ahmad, Ashraf Ullah
A Comparative Analysis of Neural Networks and Enhancement of ELM for Short Term Load Forecasting. CISIS (2019)
Khairullah Khan, Baharum Baharudin, Aurangzeb Khan, Ashraf Ullah
Mining opinion components from unstructured reviews: A review. J. King Saud Univ. Comput. Inf. Sci. 26 (3) (2014)