CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks W Ullah, A Ullah, IU Haq, K Muhammad, M Sajjad, SW Baik Multimedia tools and applications 80, 16979-16995, 2021 | 209 | 2021 |
Violence detection using spatiotemporal features with 3D convolutional neural network FUM Ullah, A Ullah, K Muhammad, IU Haq, SW Baik Sensors 19 (11), 2472, 2019 | 196 | 2019 |
Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments A Ullah, K Muhammad, IU Haq, SW Baik Future Generation Computer Systems 96, 386-397, 2019 | 163 | 2019 |
Short-term prediction of residential power energy consumption via CNN and multi-layer bi-directional LSTM networks FUM Ullah, A Ullah, IU Haq, S Rho, SW Baik IEEE Access 8, 123369-123380, 2019 | 149 | 2019 |
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications A Ullah, K Muhammad, W Ding, V Palade, IU Haq, SW Baik Applied Soft Computing 103, 107102, 2021 | 110 | 2021 |
Cover the violence: A novel Deep-Learning-Based approach towards violence-detection in movies SU Khan, IU Haq, S Rho, SW Baik, MY Lee Applied Sciences 9 (22), 4963, 2019 | 96 | 2019 |
DB-Net: A novel dilated CNN based multi-step forecasting model for power consumption in integrated local energy systems N Khan, IU Haq, SU Khan, S Rho, MY Lee, SW Baik International Journal of Electrical Power & Energy Systems 133, 107023, 2021 | 88 | 2021 |
Deep learning assisted buildings energy consumption profiling using smart meter data A Ullah, K Haydarov, I Ul Haq, K Muhammad, S Rho, M Lee, SW Baik Sensors 20 (3), 873, 2020 | 67 | 2020 |
AI-assisted edge vision for violence detection in IoT-based industrial surveillance networks FUM Ullah, K Muhammad, IU Haq, N Khan, AA Heidari, SW Baik, ... IEEE Transactions on Industrial Informatics 18 (8), 5359-5370, 2021 | 65 | 2021 |
Efficient short-term electricity load forecasting for effective energy management ZA Khan, A Ullah, IU Haq, M Hamdy, GM Mauro, K Muhammad, M Hijji, ... Sustainable Energy Technologies and Assessments 53, 102337, 2022 | 54 | 2022 |
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network N Khan, A Ullah, IU Haq, VG Menon, SW Baik Journal of Real-Time Image Processing 18, 1729-1743, 2021 | 48 | 2021 |
Sequential learning-based energy consumption prediction model for residential and commercial sectors IU Haq, A Ullah, SU Khan, N Khan, MY Lee, S Rho, SW Baik Mathematics 9 (6), 605, 2021 | 48 | 2021 |
Towards efficient building designing: Heating and cooling load prediction via multi-output model M Sajjad, SU Khan, N Khan, IU Haq, A Ullah, MY Lee, SW Baik Sensors 20 (22), 6419, 2020 | 48 | 2020 |
Robust image hashing based efficient authentication for smart industrial environment M Sajjad, IU Haq, J Lloret, W Ding, K Muhammad IEEE Transactions on Industrial Informatics 15 (12), 6541-6550, 2019 | 47 | 2019 |
Automated wheat diseases classification framework using advanced machine learning technique H Khan, IU Haq, M Munsif, Mustaqeem, SU Khan, MY Lee Agriculture 12 (8), 1226, 2022 | 44 | 2022 |
AB-net: A novel deep learning assisted framework for renewable energy generation forecasting N Khan, FUM Ullah, IU Haq, SU Khan, MY Lee, SW Baik Mathematics 9 (19), 2456, 2021 | 44 | 2021 |
DeepStar: Detecting starring characters in movies IU Haq, K Muhammad, A Ullah, SW Baik IEEE Access 7, 9265-9272, 2019 | 44 | 2019 |
Personalized Movie Summarization Using Deep CNN‐Assisted Facial Expression Recognition I Ul Haq, A Ullah, K Muhammad, MY Lee, SW Baik Complexity 2019 (1), 3581419, 2019 | 43 | 2019 |
One-shot learning for surveillance anomaly recognition using siamese 3d cnn A Ullah, K Muhammad, K Haydarov, IU Haq, M Lee, SW Baik 2020 international joint conference on neural networks (IJCNN), 1-8, 2020 | 41 | 2020 |
Towards efficient and effective renewable energy prediction via deep learning ZA Khan, T Hussain, IU Haq, FUM Ullah, SW Baik Energy Reports 8, 10230-10243, 2022 | 39 | 2022 |