Browsing Research publications by Author "Gomes, Alvaro"
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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, 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 ... -
Comparison of Machine Learning Algorithms for Evaluating Building Energy Efficiency Using Big Data Analytics
Egwim, Christian Nnaemeka; Alaka, Hafiz; Egunjobi, Oluwapelumi; Gomes, Alvaro; Mporas, Iosif (2022-09-26)Purpose: This study aims to compare and evaluate the application of commonly used machine learning (ML) algorithms used to develop models for assessing energy efficiency of buildings. Design/methodology/approach: This study ...