| AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives Y Himeur, M Elnour, F Fadli, N Meskin, I Petri, Y Rezgui, F Bensaali, ... Artificial Intelligence Review 56 (6), 4929-5021, 2023 | 285 | 2023 |
| A dual-isolation-forests-based attack detection framework for industrial control systems M Elnour, N Meskin, K Khan, R Jain IEEE Access 8, 36639-36651, 2020 | 111 | 2020 |
| Sensor data validation and fault diagnosis using Auto-Associative Neural Network for HVAC systems M Elnour, N Meskin, M Al-Naemi Journal of Building Engineering 27, 100935, 2020 | 108 | 2020 |
| Next-generation energy systems for sustainable smart cities: Roles of transfer learning Y Himeur, M Elnour, F Fadli, N Meskin, I Petri, Y Rezgui, F Bensaali, ... Sustainable Cities and Society 85, 104059, 2022 | 91 | 2022 |
| Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities M Elnour, F Fadli, Y Himeur, I Petri, Y Rezgui, N Meskin, AM Ahmad Renewable and Sustainable Energy Reviews 162, 112401, 2022 | 91 | 2022 |
| Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities M Elnour, Y Himeur, F Fadli, H Mohammedsherif, N Meskin, AM Ahmad, ... Applied Energy 318, 119153, 2022 | 85 | 2022 |
| Application of data-driven attack detection framework for secure operation in smart buildings M Elnour, N Meskin, K Khan, R Jain Sustainable Cities and Society 69, 102816, 2021 | 52 | 2021 |
| Hybrid attack detection framework for industrial control systems using 1D-convolutional neural network and isolation forest M Elnour, N Meskin, KM Khan 2020 IEEE Conference on Control Technology and Applications (CCTA), 877-884, 2020 | 26 | 2020 |
| Novel actuator fault diagnosis framework for multizone hvac systems using 2-D convolutional neural networks M Elnour, N Meskin IEEE Transactions on Automation Science and Engineering 19 (3), 1985-1996, 2021 | 25 | 2021 |
| Multi-zone HVAC control system design using feedback linearization M Elnour, N Meskin 2017 5th international conference on control, instrumentation, and …, 2017 | 17 | 2017 |
| A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems M Elnour, M Noorizadeh, M Shakerpour, N Meskin, K Khan, R Jain IEEE Access, 2023 | 12 | 2023 |
| Building energy management systems for sports facilities in the gulf region: a focus on impacts and considerations F Fadli, Y Rezgui, I Petri, N Meskin, A M Ahmad, A Hodorog, M Elnour, ... CIB, 2021 | 12 | 2021 |
| Full-Scale seawater reverse osmosis desalination plant simulator M Elnour, N Meskin, KM Khan, R Jain, S Zaidi, H Siddiqui IFAC-PapersOnLine 53 (2), 16561-16568, 2020 | 12 | 2020 |
| HVAC system attack detection dataset M Elnour, N Meskin, K Khan, R Jain Data in Brief 37, 107166, 2021 | 9 | 2021 |
| Actuator fault diagnosis in multi-zone HVAC systems using 2D convolutional neural networks M Elnour, N Meskin 2020 IEEE International Conference on Informatics, IoT, and Enabling …, 2020 | 7 | 2020 |
| Sensor fault diagnosis of multi-zone HVAC systems using auto-associative neural network M Elnour, N Meskin, M Al-Naemi 2019 IEEE Conference on Control Technology and Applications (CCTA), 118-123, 2019 | 7 | 2019 |
| Neural network-based predictive control system for energy optimization in sports facilities: A case study M Elnour, H Mohammedsherif, F Fadli, N Meskin, A M Ahmad, Y Rezgui, ... CIB, 2021 | 5 | 2021 |
| Empowering smart cities with digital twins of buildings: Applications and implementation considerations of data-driven energy modelling in building management M Elnour, AM Ahmad, S Abdelkarim, F Fadli, K Naji Building Services Engineering Research & Technology, 01436244241239290, 2024 | 3 | 2024 |
| Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities F Fadli, Y Himeur, M Elnour, A Amira arXiv preprint arXiv:2402.08742, 2024 | 3 | 2024 |
| Analysis of unsupervised consumption anomaly detection in sports facilities using artificial intelligence-based data analytics: a case study M Elnour, F Fadli, N Meskin, I Petri, Y Rezgui Proceedings of the 2023 15th International Conference on Machine Learning …, 2023 | 1 | 2023 |
Nader MeskinProfessor, Qatar UniversityVerified email at qu.edu.qa
