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Browsing by Author "Egunjobi, Oluwapelumi Oluwaseun"
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A Comparative Study on Machine Learning Algorithms for Assessing Energy Efficiency of Buildings
Egwim, Christian Nnaemeka; Egunjobi, Oluwapelumi Oluwaseun; Gomes, Alvaro; Alaka, Hafiz (Springer Nature Link, 2021-09-17)An increase in energy demand in buildings continues to give rise to air pollution with a consequent impact on human health. To curb this trend, energy efficiency assessment plays a crucial role in helping to understand the ... -
Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors
Egwim, Christian Nnaemeka; Alaka, Hafiz; Pan, Youlu; Balogun, Habeeb; Ajayi, Saheed; Hye, Abdul; Egunjobi, Oluwapelumi Oluwaseun (2023-11-07)Purpose The study aims to develop a multilayer high-effective ensemble of ensembles predictive model (stacking ensemble) using several hyperparameter optimized ensemble machine learning (ML) methods (bagging and boosting ...