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Pawe{\l} Pe{\l}ka — most-cited papers & profile · Time Series
← authors
·
overview
Pawe{\l} Pe{\l}ka
10
papers ·
29
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
ES-dRNN with Dynamic Attention for Short-Term Load Forecasting
2022 · 14 citations
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting
2021 · 7 citations
Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
2024 · 4 citations
Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods
2020 · 2 citations
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
2020 · 1 citations
Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting
2024 · 1 citations
Probabilistic Multi-Regional Solar Power Forecasting with Any-Quantile Recurrent Neural Networks
2026
Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study
2020
Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study
2022
Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting
2022
Top co-authors
Grzegorz Dudek
· 9
Slawek Smyl
· 7
Boris N. Oreshkin
· 2
Grzegorz Dudek
· 1
Mateusz Kasprzyk
· 1
Topics
Domain — Energy/Weather
Probabilistic