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Building energy consumption using deep learning
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
The consumption of energy in buildings has elicited the occurrence of many environmental problems such as air pollution. Building energy consumption prediction is fundamental for improved decision-making towards regulating ...
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 ...
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 ...