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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 ...
Traffic-Related Air Pollutant (TRAP) Prediction using Big Data and Machine Learning
(Obafemi Awolowo University, Ile-Ife, 2021-07-08)
The negative impact of the Increasing air pollution on the global economy, quality of life of humans and health of animals and plants has been enormous. Several works of literature, reports and news around the world have ...
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 ...