| Towards short term electricity load forecasting using improved support vector machine and extreme learning machine W Ahmad, N Ayub, T Ali, M Irfan, M Awais, M Shiraz, A Glowacz Energies 13 (11), 2907, 2020 | 110 | 2020 |
| Coronavirus disease (COVID-19) detection using X-ray images and enhanced DenseNet S Albahli, N Ayub, M Shiraz Applied Soft Computing 110, 107645, 2021 | 75 | 2021 |
| A survey on modern cloud computing security over smart city networks: Threats, vulnerabilities, consequences, countermeasures, and challenges AI Tahirkheli, M Shiraz, B Hayat, M Idrees, A Sajid, R Ullah, N Ayub, ... Electronics 10 (15), 1811, 2021 | 53 | 2021 |
| Electricity load forecasting in smart grids using support vector machine N Ayub, N Javaid, S Mujeeb, M Zahid, WZ Khan, MU Khattak Advanced information networking and applications: Proceedings of the 33rd …, 2020 | 50 | 2020 |
| Software defect prediction analysis using machine learning techniques A Khalid, G Badshah, N Ayub, M Shiraz, M Ghouse Sustainability 15 (6), 5517, 2023 | 48 | 2023 |
| Big data analytics for short and medium-term electricity load forecasting using an AI techniques ensembler N Ayub, M Irfan, M Awais, U Ali, T Ali, M Hamdi, A Alghamdi, ... Energies 13 (19), 5193, 2020 | 47 | 2020 |
| Electricity price forecasting for cloud computing using an enhanced machine learning model S Albahli, M Shiraz, N Ayub IEEE Access 8, 200971-200981, 2020 | 38 | 2020 |
| Towards electric price and load forecasting using cnn-based ensembler in smart grid S Aslam, N Ayub, U Farooq, MJ Alvi, FR Albogamy, G Rukh, SI Haider, ... Sustainability 13 (22), 12653, 2021 | 37 | 2021 |
| Deep learning based techniques to enhance the performance of microgrids: A review S Aslam, H Herodotou, N Ayub, SM Mohsin 2019 International Conference on Frontiers of Information Technology (FIT …, 2019 | 33 | 2019 |
| Aspect based multi-labeling using SVM based ensembler K Aurangzeb, N Ayub, M Alhussein IEEE Access 9, 26026-26040, 2021 | 30 | 2021 |
| Online payment fraud detection model using machine learning techniques AA Almazroi, N Ayub Ieee Access 11, 137188-137203, 2023 | 29 | 2023 |
| Smart grid energy optimization and scheduling appliances priority for residential buildings through meta-heuristic hybrid approaches CA Hassan, J Iqbal, N Ayub, S Hussain, R Alroobaea, SS Ullah Energies 15 (5), 1752, 2022 | 26 | 2022 |
| A novel method CNN-LSTM ensembler based on Black Widow and Blue Monkey Optimizer for electricity theft detection AA Almazroi, N Ayub Ieee Access 9, 141154-141166, 2021 | 26 | 2021 |
| Traffic efficiency models for urban traffic management using mobile crowd sensing: A survey A Ali, N Ayub, M Shiraz, N Ullah, A Gani, MA Qureshi Sustainability 13 (23), 13068, 2021 | 24 | 2021 |
| Deep learning hybridization for improved malware detection in smart Internet of Things AA Almazroi, N Ayub Scientific reports 14 (1), 7838, 2024 | 21 | 2024 |
| Enhancing phishing detection: A novel hybrid deep learning framework for cybercrime forensics FS Alsubaei, AA Almazroi, N Ayub IEEE Access 12, 8373-8389, 2024 | 20 | 2024 |
| Scheduling of appliances in home energy management system using elephant herding optimization and enhanced differential evolution MA Sarwar, B Amin, N Ayub, SH Faraz, SUR Khan, N Javaid Advances in Intelligent Networking and Collaborative Systems: The 9th …, 2018 | 19 | 2018 |
| Electricity theft detection using CNN-GRU and manta ray foraging optimization algorithm N Ayub, K Aurangzeb, M Awais, U Ali 2020 IEEE 23Rd international multitopic conference (INMIC), 1-6, 2020 | 18 | 2020 |
| An efficient scheduling of power and appliances using metaheuristic optimization technique N Ayub, A Ishaq, M Ali, MA Sarwar, B Amin, N Javaid Advances in Intelligent Networking and Collaborative Systems: The 9th …, 2018 | 15 | 2018 |
| Earth worm optimization for home energy management system in smart grid M Ali, S Abid, A Ghafar, N Ayub, H Arshad, S Khan, N Javaid Advances on Broad-Band Wireless Computing, Communication and Applications …, 2018 | 14 | 2018 |
