Pawel Pelka - RankMe

31 papers B 3Journal 22Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources. Inf. Fusion Slawek Smyl, Boris N. Oreshkin, Pawel Pelka, Grzegorz Dudek
2026	J	`jnl`	Multivariate forecasting of bitcoin volatility with gradient boosting: Deterministic, probabilistic, and feature importance perspectives. Expert Syst. Appl. Grzegorz Dudek, Mateusz Kasprzyk, Pawel Pelka
2026	J	`jnl`	Probabilistic Multi-Regional Solar Power Forecasting with Any-Quantile Recurrent Neural Networks. CoRR Slawek Smyl, Pawel Pelka, Grzegorz Dudek
2025	J	`jnl`	Enhanced N-BEATS for mid-term electricity demand forecasting. Appl. Soft Comput. Mateusz Kasprzyk, Pawel Pelka, Boris N. Oreshkin, Grzegorz Dudek
2025	J	`jnl`	Forecasting Cryptocurrency Prices using Contextual ES-adRNN with Exogenous Variables. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2025	J	`jnl`	Multivariate Forecasting of Bitcoin Volatility with Gradient Boosting: Deterministic, Probabilistic, and Feature Importance Perspectives. CoRR Grzegorz Dudek, Mateusz Kasprzyk, Pawel Pelka
2024	J	`jnl`	Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand. CoRR Slawek Smyl, Boris N. Oreshkin, Pawel Pelka, Grzegorz Dudek
2024	J	`jnl`	Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting. Neural Networks Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2024	J	`jnl`	ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting. IEEE Trans. Neural Networks Learn. Syst. Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2024	J	`jnl`	Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting. CoRR Mateusz Kasprzyk, Pawel Pelka, Boris N. Oreshkin, Grzegorz Dudek
2023	—	`conf`	Forecasting Cryptocurrency Prices Using Contextual ES-adRNN with Exogenous Variables. ICCS (1) Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	J	`jnl`	A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting. IEEE Trans. Neural Networks Learn. Syst. Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2022	J	`jnl`	Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	B	`conf`	ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. IJCNN Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	J	`jnl`	ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	J	`jnl`	Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study. CoRR Grzegorz Dudek, Slawek Smyl, Pawel Pelka
2021	J	`jnl`	ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2021	J	`jnl`	Ensembles of Randomized NNs for Pattern-based Time Series Forecasting. CoRR Grzegorz Dudek, Pawel Pelka
2021	—	`conf`	Ensembles of Randomized Neural Networks for Pattern-Based Time Series Forecasting. ICONIP (3) Grzegorz Dudek, Pawel Pelka
2021	J	`jnl`	Pattern similarity-based machine learning methods for mid-term load forecasting: A comparative study. Appl. Soft Comput. Grzegorz Dudek, Pawel Pelka
2021	B	`conf`	Pattern-based Forecasting of Monthly Electricity Demand using Support Vector Machine. IJCNN Pawel Pelka
2020	—	`conf`	3ETS+RD-LSTM: A New Hybrid Model for Electrical Energy Consumption Forecasting. ICONIP (3) Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2020	J	`jnl`	A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting. CoRR Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2020	—	`conf`	Ensemble Forecasting of Monthly Electricity Demand Using Pattern Similarity-Based Methods. ICAISC (1) Pawel Pelka, Grzegorz Dudek
2020	J	`jnl`	Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods. CoRR Pawel Pelka, Grzegorz Dudek
2020	J	`jnl`	N-BEATS neural network for mid-term electricity load forecasting. CoRR Boris N. Oreshkin, Grzegorz Dudek, Pawel Pelka
2020	J	`jnl`	Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study. CoRR Grzegorz Dudek, Pawel Pelka
2020	B	`conf`	Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting. IJCNN Pawel Pelka, Grzegorz Dudek
2020	J	`jnl`	Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting. CoRR Pawel Pelka, Grzegorz Dudek
2019	—	`conf`	Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron. ICAISC (1) Pawel Pelka, Grzegorz Dudek
2017	—	`conf`	Neuro-Fuzzy System for Medium-Term Electric Energy Demand Forecasting. ISAT (1) Pawel Pelka, Grzegorz Dudek