Paweł Pełka - Publications, H-index & Citations

Paweł Pełka

Czestochowa University of Technology

11H指数

38论文数

470被引数

收录论文 8

发表时间

Multivariate forecasting of bitcoin volatility with gradient boosting: Deterministic, probabilistic, and feature importance perspectives 基于梯度提升的比特币波动率多变量预测：确定性、概率性及特征重要性视角

Expert Systems with Applications

IF7.5

2025-11-19

PREAI

Grzegorz Dudek; Mateusz Kasprzyk; Paweł Pełka

Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources 短期电力需求的任意分位数概率预测：融合多源不确定性

Information Fusion

IF15.5

2025-09-23

OAAI

Slawek Smyl; Boris N. Oreshkin; Paweł Pełka; Grzegorz Dudek

Enhanced N-BEATS for mid-term electricity demand forecasting 改进的N-BEATS用于中期电力需求预测

Applied Soft Computing

IF6.6

2025-07-21

OAAI

Mateusz Kasprzyk; Paweł Pełka; Boris N. Oreshkin; Grzegorz Dudek

ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-08-01

OAAI

Smyl, Slawek; Dudek, Grzegorz; Pelka, Pawel

Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting

NEURAL NETWORKS

IF6.3

2024-01-01

OAAI

Smyl, Slawek; Dudek, Grzegorz; Pelka, Pawel

A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting 用于中期电力负荷预测的混合残差扩张LSTM和指数平滑模型

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-07-01

OAAI

Dudek, Grzegorz; Pelka, Pawel; Smyl, Slawek

N-BEATS neural network for mid-term electricity load forecasting 用于中期电力负荷预测的n-beats神经网络

APPLIED ENERGY

IF11

2021-07-01

112

OAAI

Oreshkin, Boris N.; Dudek, Grzegorz; Pelka, Pawel; Turkina, Ekaterina

APPLIED SOFT COMPUTING

IF6.6

2021-06-01

OAAI

Dudek, Grzegorz; Pelka, Pawel

研究方向