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Using crafted features and polar bear optimization algorithm for short-term electric load forecast system

by spravca | Dec 30, 2025

We studied short-term electric load forecasting using crafted hourly features across three datasets and four models—XGBoost, LightGBM, Bi-LSTM, and Random Forest—and found that feature engineering significantly improved accuracy over basic features. We also...

Multimedia Communications Laboratory

Where physical and virtual worlds blend through reseach and development of advanced multimedia

Institute of Multimedia Information and Communication Technologies

Block B, Levels 4-6

Institute is temporarily relocated to Block D. Follow its website for detailed information.

umikt.sk

Slovak University of Technology in Bratislava
Faculty of Electrical Engineering
and Information Technology
Ilkovičova 3
84104 Bratislava
Slovakia

www.fei.stuba.sk