Item Type No Grouping

Article

Application of Multilayer Extreme Learning Machine for Efficient Building Energy Prediction. (2022) Muideen Adegoke, Alaka Hafiz, Saheed Ajayi and Razak Olu-Ajayi

Effect of traffic dataset on various machine-learning algorithms when forecasting air quality. (2022) Ismail Sulaimon, Hafiz Alaka, Razak Olu-Ajayi, Mubashir Ahmad, Saheed Ajayi and Abdul Hye

Machine learning for energy performance prediction at the design stage of buildings. (2022) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Funlade Sunmola and Saheed Ajayi

Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques. (2022) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Funlade Sunmola and Saheed Ajayi

Other

Artificial intelligence for deconstruction: Current state, challenges, and opportunities. (2024) Habeeb Balogun, Hafiz Alaka, Eren Demir, Christian Nnaemeka Egwim, Ismail Sulaimon, Razak Olu-Ajayi and Raphael Oseghale

Comprehensive Analysis of Influencing Factors on Building Energy Performance and Strategic Insights for Sustainable Development: A Systematic Literature Review. (2024) Razak Olu-Ajayi, Hafiz Alaka, Christian Egwim and Ketty Grishikashvili

Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle. (2023) Christian Nnaemeka Egwim, Hafiz Alaka, Eren Demir, Habeeb Balogun, Razak Olu-Ajayi, Ismail Sulaimon, Godoyon Wusu, Wasiu Yusuf and Adegoke A. Muideen

Data-Driven Tools for Building Energy Consumption Prediction: A Review. (2023) Razak Olu-Ajayi, Hafiz Alaka, Hakeem Owolabi, Lukman Akanbi and Sikiru Ganiyu

Air Pollution Prediction using Machine Learning: A Review. (2021) Ismail Sulaimon, Hafiz Alaka, Razak Olu-Ajayi, Mubashir Ahmad, Funlade Sunmola, Saheed Ajayi and Abdul Hye

Building energy consumption using deep learning. (2021) Razak Olu-Ajayi and Hafiz Alaka

Ensemble learning for energy performance prediction of residential buildings. (2021) Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, Ketty Grishikashvili, Funlade Sunmola, Raphael Oseghale and Saheed Ajayi