Automated Feature Engineering, AutoML, and Decision-Focused Learning for Improved Energy Consumption Forecasting
Results show that domain-specific automated FE can reduce reliance on manual feature design, improve forecasting accuracy, and translate predictive gains into measurable operational benefits in energy management.
Nasser Alkhulaifi
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