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A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting.
IEEE Trans Neural Netw Learn Syst. 2022 Jul;33(7):2879-2891. doi: 10.1109/TNNLS.2020.3046629. Epub 2022 Jul 6.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 33417572
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting.
Smyl S, Dudek G, Pelka P.
Smyl S, et al. Among authors: dudek g.
IEEE Trans Neural Netw Learn Syst. 2023 Aug 31;PP. doi: 10.1109/TNNLS.2023.3259149. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 37651485
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Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting.
Smyl S, Dudek G, Pełka P.
Smyl S, et al. Among authors: dudek g.
Neural Netw. 2024 Jan;169:660-672. doi: 10.1016/j.neunet.2023.11.017. Epub 2023 Nov 8.
Neural Netw. 2024.
PMID: 37972510
Free article.
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Machine learning-based prediction of rheumatoid arthritis with development of ACPA autoantibodies in the presence of non-HLA genes polymorphisms.
Dudek G, Sakowski S, Brzezińska O, Sarnik J, Budlewski T, Dragan G, Poplawska M, Poplawski T, Bijak M, Makowska J.
Dudek G, et al.
PLoS One. 2024 Mar 22;19(3):e0300717. doi: 10.1371/journal.pone.0300717. eCollection 2024.
PLoS One. 2024.
PMID: 38517871
Free PMC article.
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The Association between Inefficient Repair of DNA Double-Strand Breaks and Common Polymorphisms of the HRR and NHEJ Repair Genes in Patients with Rheumatoid Arthritis.
Galita G, Sarnik J, Brzezinska O, Budlewski T, Poplawska M, Sakowski S, Dudek G, Majsterek I, Makowska J, Poplawski T.
Galita G, et al. Among authors: dudek g.
Int J Mol Sci. 2024 Feb 23;25(5):2619. doi: 10.3390/ijms25052619.
Int J Mol Sci. 2024.
PMID: 38473866
Free PMC article.
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