Razak Olu-Ajayi

Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques

Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon et al. · Journal of Building Engineering · 2021 · 486 citations

Other Machine, Engineering, Data Science +9

Machine learning for energy performance prediction at the design stage of buildings

Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon et al. · Energy Sustainable Development/Energy for sustainable development · 2021 · 91 citations

Built Environment, Engineering, Machine Learning +12

Building energy performance prediction: A reliability analysis and evaluation of feature selection methods

Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon et al. · Expert Systems with Applications · 2023 · 33 citations

Built Environment, Reliability Analysis, Reliability Engineering +11

Application of Multilayer Extreme Learning Machine for Efficient Building Energy Prediction

Muideen Adegoke, Hafiz Alaka, Saheed Ajayi et al. · Energies · 2022 · 18 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Artificial intelligence for deconstruction: Current state, challenges, and opportunities

Habeeb Balogun, Hafiz Alaka, Eren Demir et al. · Automation in Construction · 2024 · 15 citations · Full text