A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting Academic Article

authors

• Abu-Rub, Haitham

published proceedings

• ENERGY

author list (cited authors)

• Massaoudi, M., Refaat, S. S., Chihi, I., Trabelsi, M., Oueslati, F. S., & Abu-Rub, H.

citation count

• 139

complete list of authors

• Massaoudi, Mohamed||Refaat, Shady S||Chihi, Ines||Trabelsi, Mohamed||Oueslati, Fakhreddine S||Abu-Rub, Haitham

publication date

• January 2021

publisher

• Elsevier  Publisher

published in

• Energy  Journal

keywords

• Extreme Gradient Boosting Machine (xgb)
• Hyperparameter Optimization
• Light Gradient Boosting Machine (lgbm)
• Multi-layer Perceptron (mlp)
• Short-term Load Forecasting (stlf)
• Staking Approach

Digital Object Identifier (DOI)

• 10.1016/j.energy.2020.118874

start page

• 118874

end page

• 118874

volume

• 214

URL

• http://dx.doi.org/10.1016/j.energy.2020.118874