TY  - GEN 
AU  - Alkhulaif, Nasser
AU  - L. Bowler, Alexander
AU  - Pekaslan, Direnc
AU  - Watson, Nicholas J.
AU  - Triguero, Isaac
PY  - 2025
UR  - https://hdl.handle.net/10481/106543
AB  - Feature engineering (FE) plays a crucial role in Machine Learning pipelines, yet it remains a time-consuming
process requiring heavy domain expertise. While Automated Machine Learning (AutoML) has automated model
selection and hyperparameter tuning,...
LA  - eng
PB  - Elsevier B.V.
KW  - Automated feature engineering
KW  - Automated machine learning
KW  - Automl
TI  - AutoEnergy: An automated feature engineering algorithm for energy consumption forecasting with AutoML
DO  - 10.1016/j.knosys.2025.114300
ER  -