| Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques R Olu-Ajayi, H Alaka, I Sulaimon, F Sunmola, S Ajayi Journal of Building Engineering 45, 103406, 2022 | 229 | 2022 |
| Machine learning for energy performance prediction at the design stage of buildings R Olu-Ajayi, H Alaka, I Sulaimon, F Sunmola, S Ajayi Energy for Sustainable Development 66, 12-25, 2022 | 50 | 2022 |
| Data-driven tools for building energy consumption prediction: A review R Olu-Ajayi, H Alaka, H Owolabi, L Akanbi, S Ganiyu Energies 16 (6), 2574, 2023 | 11 | 2023 |
| Building energy consumption prediction using deep learning R Olu-Ajayi, H Alaka EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT …, 2021 | 9 | 2021 |
| An investigation into the suitability of k-Nearest Neighbour (k-NN) for software effort estimation R Olu-Ajayi International Journal of Advanced Computer Science and Applications 8 (6), 2017 | 9 | 2017 |
| Building energy performance prediction: A reliability analysis and evaluation of feature selection methods R Olu-Ajayi, H Alaka, I Sulaimon, H Balogun, G Wusu, W Yusuf, ... Expert Systems with Applications 225, 120109, 2023 | 8 | 2023 |
| Ensemble learning for energy performance prediction of residential buildings R Olu-Ajayi, H Alaka, I Sulaimon, K Grishikashvili, F Sunmola, ... EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT …, 2021 | 6 | 2021 |
| Application of Multilayer Extreme Learning Machine for Efficient Building Energy Prediction M Adegoke, A Hafiz, S Ajayi, R Olu-Ajayi Energies 15 (24), 9512, 2022 | 3 | 2022 |
| Effect of traffic data set on various machine-learning algorithms when forecasting air quality IA Sulaimon, H Alaka, R Olu-Ajayi, M Ahmad, S Ajayi, A Hye Journal of Engineering, Design and Technology, 2022 | 3 | 2022 |
| Air Pollution Prediction using Machine Learning: A Review I Sulaimon, H Alaka, R Olu-Ajayi, M Ahmad, F Sunmola, S Ajayi, A Hye EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT …, 2021 | 2 | 2021 |
| Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle CN Egwim, H Alaka, E Demir, H Balogun, R Olu-Ajayi, I Sulaimon, ... Energies 17 (1), 182, 2023 | | 2023 |
| A review of building energy consumption prediction studies using data-driven tools. R Olu-Ajayi, H Alaka, H Owolabi, L Akanbi, SA Ganiyu Energies 16 (6), 2574, 2023 | | 2023 |
| Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle. Energies 2024, 17, 182 CN Egwim, H Alaka, E Demir, H Balogun, R Olu-Ajayi, I Sulaimon, ... | | 2023 |
| Building energy consumption using deep learning R Olu-Ajayi, H Alaka EDMIC 2021 CONFERENCE PROCEEDINGS ENVIRONMENTAL DESIGN & MANAGEMENT …, 2021 | | 2021 |
| A Novel Approach to Using Geospatial Data with Big-Data and Machine-Learning: Predicting Air Quality for Locations Without Air Quality Measuring Equipment IA Sulaimon, H Alaka, R Olu-Ajayi, M Ahmad, S Ajayi, P Taylor, A Hye Available at SSRN 4156880, 0 | | |
