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Barriers to Successful Adoption of Design for Manufacture and Assembly in Nigeria
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
Shelter, since time immemorial, has been and will continue to be a vital basic human need. Notably, the need for shelter will continue to increase following increase in world population. However, the current traditional ...
Ensemble learning for energy performance prediction of residential buildings
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
In the past decades, the demand for energy in buildings has considerably amplified due to the increase in population and prompt urbanization. The high proportion of energy consumed by buildings engender major environmental ...
Machine Learning Recognition Models in Construction: A Systematic Review
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
Due to its growing acceptance and success in many sectors, there is a rapidly rising adoption and application of machine learning recognition models within construction. As a result of this adoption and usage surge, there ...
An Application Of Machine Learning With Boruta Feature Selection To Improve NO2 Pollution Prediction
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
Projecting and monitoring NO2 pollutants' concentration is perhaps an efficient and effective technique to lower people's exposure, reducing the negative impact caused by this harmful atmospheric substance. Many studies ...
Air Pollution Prediction using Machine Learning: A Review
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
In the effort to achieve accurate air pollution predictions, researchers have contributedvarious methodologies with varying data and different approaches that can be judgedaccurate in their respective contexts. Diverse ...