Slawek Smyl
Orcid: 0000-0003-2548-6695
According to our database1,
Slawek Smyl
authored at least 17 papers
between 2010 and 2024.
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Bibliography
2024
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting.
Neural Networks, January, 2024
Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model.
CoRR, 2024
CoRR, 2024
2023
Forecasting Cryptocurrency Prices Using Contextual ES-adRNN with Exogenous Variables.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting.
IEEE Trans. Neural Networks Learn. Syst., 2022
Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study.
CoRR, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
2020
Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach.
Expert Syst. Appl., 2020
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting.
CoRR, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
2017
Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series.
CoRR, 2017
2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
2010
Proc. VLDB Endow., 2010