2024. Intelligent Energy Management: Leveraging an Effective Machine Learning for Predictive Appliance Energy Optimization in Smart Homes. European Journal of Artificial Intelligence and Machine Learning. 3, 1 (Apr. 2024), 18–26. DOI:https://doi.org/10.24018/ejai.2024.3.1.37.