logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Paweł Pełka

Czestochowa University of Technology

11H-index
38Paper Count
470Citation Count
Published Papers 8
Publication Date
logo
Multivariate forecasting of bitcoin volatility with gradient boosting: Deterministic, probabilistic, and feature importance perspectives
errExpert Systems with Applications
IF7.5
err2025-11-19
err0
PREAI
errGrzegorz Dudek; Mateusz Kasprzyk; Paweł Pełka
errShare
errSave
Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources
errInformation Fusion
IF15.5
err2025-09-23
err0
errOAAI
errSlawek Smyl; Boris N. Oreshkin; Paweł Pełka; Grzegorz Dudek
errShare
errSave
Enhanced N-BEATS for mid-term electricity demand forecasting
errApplied Soft Computing
IF6.6
err2025-07-21
err0
errOAAI
errMateusz Kasprzyk; Paweł Pełka; Boris N. Oreshkin; Grzegorz Dudek
errShare
errSave
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err10
errOAAI
errSmyl, Slawek; Dudek, Grzegorz; Pelka, Pawel
errShare
errSave
Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting
errNEURAL NETWORKS
IF6.3
err2024-01-01
err8
errOAAI
errSmyl, Slawek; Dudek, Grzegorz; Pelka, Pawel
errShare
errSave
A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-07-01
err97
errOAAI
errDudek, Grzegorz; Pelka, Pawel; Smyl, Slawek
errShare
errSave
N-BEATS neural network for mid-term electricity load forecasting
errAPPLIED ENERGY
IF11
err2021-07-01
err112
errOAAI
errOreshkin, Boris N.; Dudek, Grzegorz; Pelka, Pawel; Turkina, Ekaterina
errShare
errSave
Pattern similarity-based machine learning methods for mid-term load forecasting: A comparative study
errAPPLIED SOFT COMPUTING
IF6.6
err2021-06-01
err29
errOAAI
errDudek, Grzegorz; Pelka, Pawel
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Grzegorz Dudek
H-index: 23 · Papers: 145
E
Ekaterina Turkina
H-index: 19 · Papers: 113
B
Boris N. Oreshkin
H-index: 18 · Papers: 86
S
Slawek Smyl
H-index: 10 · Papers: 32
M
Mateusz Kasprzyk
H-index: 1 · Papers: 2
View more