| Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption MW Ahmad, M Mourshed, Y Rezgui Energy and buildings 147, 77-89, 2017 | 1033 | 2017 |
| Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees MW Ahmad, J Reynolds, Y Rezgui Journal of cleaner production 203, 810-821, 2018 | 499 | 2018 |
| Building energy metering and environmental monitoring–A state-of-the-art review and directions for future research MW Ahmad, M Mourshed, D Mundow, M Sisinni, Y Rezgui Energy and Buildings 120, 85-102, 2016 | 431 | 2016 |
| Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression MW Ahmad, M Mourshed, Y Rezgui Energy 164, 465-474, 2018 | 279 | 2018 |
| Computational intelligence techniques for HVAC systems: A review MW Ahmad, M Mourshed, B Yuce, Y Rezgui Building Simulation 9, 359-398, 2016 | 273 | 2016 |
| Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm J Reynolds, MW Ahmad, Y Rezgui, JL Hippolyte Applied energy 235, 699-713, 2019 | 153 | 2019 |
| Heat transition in the European building sector: Overview of the heat decarbonisation practices through heat pump technology MH Abbasi, B Abdullah, MW Ahmad, A Rostami, J Cullen Sustainable Energy Technologies and Assessments 48, 101630, 2021 | 75 | 2021 |
| Holistic modelling techniques for the operational optimisation of multi-vector energy systems J Reynolds, MW Ahmad, Y Rezgui Energy and Buildings 169, 397-416, 2018 | 53 | 2018 |
| Random Forests and Artificial Neural Network for Predicting Daylight Illuminance and Energy Consumption MW Ahmad, JL Hippolyte, M Mourshed, Y Rezgui Building Simulation 2017, 2017 | 43 | 2017 |
| Deep highway networks and tree-based ensemble for predicting short-term building energy consumption MW Ahmad, A Mouraud, Y Rezgui, M Mourshed Energies 11 (12), 3408, 2018 | 34 | 2018 |
| Investigating the performance of a combined solar system with heat pump for houses MW Ahmad, M Eftekhari, T Steffen, AM Danjuma Energy and Buildings 63, 138-146, 2013 | 31 | 2013 |
| A framework to identify and prioritise the key sustainability indicators: Assessment of heating systems in the built environment MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami Sustainable Cities and Society 95, 104629, 2023 | 24 | 2023 |
| Planning energy interventions in buildings and tackling fuel poverty: Can two birds be fed with one scone? MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami, ... Energy Research & Social Science 93, 102841, 2022 | 17 | 2022 |
| Optimising the scheduled operation of window blinds to enhance occupant comfort M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li | 15 | 2015 |
| Designing an occupancy flow-based controller for airport terminals DA Mambo, MM Eftekhari, T Steffen, MW Ahmad Building Services Engineering Research and Technology 36 (1), 51-66, 2015 | 14 | 2015 |
| Public perception of vernacular architecture in the Arabian Peninsula: The case of Rawshan R Alelwani, MW Ahmad, Y Rezgui Buildings 10 (9), 151, 2020 | 13 | 2020 |
| Optimal scheduling strategy for enhancing IAQ, thermal comfort and visual using a genetic algorithm MW Ahmad, J Hippolyte, J Reynolds, M Mourshed, Y Rezgui Proceedings of the ASHRAE IAQ, 12-14, 2016 | 9 | 2016 |
| The effect of model and objective function mismatch in model predictive control (MPC) for a solar heating system with a heat pump MW Ahmad, M Eftekhari, T Steffen, P Rowley 2014 UKACC International Conference on Control (CONTROL), 685-690, 2014 | 9 | 2014 |
| Autonomous and semantic optimization approach for real-time performance management in a built environment Y Rezgui, THO Beach, I Petri, J Hippolyte, MW Ahmad, Z Wanqing, ... US Patent 11,669,059, 2023 | 8 | 2023 |
| Rawshan: Environmental impact of a vernacular shading building element in hot humid climates R Alelwani, M Ahmad, Y Rezgui, A Kwan 2019 IEEE International Conference on Engineering, Technology and Innovation …, 2019 | 7 | 2019 |
Yacine RezguiProfessor of Engineering Informatics, Cardiff UniversityVerified email at cardiff.ac.uk