Grzegorz Dudek

Pattern-based local linear regression models for short-term load forecasting

Grzegorz Dudek · Electric Power Systems Research · 2015 · 321 citations

Engineering, Data Science, Predictive Analytics +6

A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting

Grzegorz Dudek, Slawek Smyl · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 202 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

A Comprehensive Study of Random Forest for Short-Term Load Forecasting

Grzegorz Dudek · Energies · 2022 · 109 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21

Neural networks for pattern-based short-term load forecasting: A comparative study

Grzegorz Dudek · Neurocomputing · 2016 · 97 citations

Forecasting Methodology, Engineering, Machine Learning +8

Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting

Grzegorz Dudek · International Journal of Forecasting · 2016 · 76 citations

Electrical Engineering, Probabilistic Forecasting, Engineering +7