Mining opinion components from unstructured reviews: A review. - Khairullah Khan; Baharum Baharudin; Aurangzeb Khan; Ashraf Ullah (J. King Saud Univ. Comput. Inf. Sci., 2014)

One Step Forward: Towards a Blockchain Based Trust Model for WSNs. - Abdul Mateen; Jawad Tanveer; Ashraf Ullah; Nasir Ali Khan; Mubariz Rehman; Nadeem Javaid (3PGCIC, 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 (CISIS, 2019)

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 (AINA Workshops, 2020)

CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid. - Ashraf Ullah; Nadeem Javaid; Omaji Samuel; Muhammad Imran 001; Muhammad Shoaib 005 (IWCMC, 2020)

Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids. - Muhammad Asif 018; Ashraf Ullah; Shoaib Munawar; Benish Kabir; Pamir; Adil Khan 001; Nadeem Javaid (CISIS, 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 018; Nadeem Javaid (CISIS, 2021)

Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model. - Shoaib Munawar; Muhammad Asif 018; Beenish Kabir; Pamir; Ashraf Ullah; Nadeem Javaid (CISIS, 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 018; Benish Kabir; Nadeem Javaid (CISIS, 2021)

Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM. - Muhammad Asif 018; Benish Kabir; Pamir; Ashraf Ullah; Shoaib Munawar; Nadeem Javaid (IMIS, 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)

AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids. - Ashraf Ullah; Nadeem Javaid; Muhammad Asif 018; Muhammad Umar Javed; Adamu Sani Yahaya (IEEE Access, 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)

Enhancing Immoral Post Detection on Social Networks Using Knowledge Graph and Attention-Based BiLSTM Framework. - Bibi Saqia; Khairullah Khan; Atta Ur Rahman 002; Sajid Ullah Khan; Mohammed Alkhowaiter; Wahab Khan; Ashraf Ullah (IEEE Access, 2024)