E-LIB Suche - Ergebnisse für: Smyl, Slawek

1

ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurre..:

Smyl, Slawek ; Dudek, Grzegorz ; Pełka, Paweł
IEEE Transactions on Neural Networks and Learning Systems. , 2024

Link: https://doi.org/10.1109/..

2

Contextually enhanced ES-dRNN with dynamic attention for sh..:

Smyl, Slawek ; Dudek, Grzegorz ; Pełka, Paweł
Neural Networks. 169 (2024) - p. 660-672 , 2024

Link: https://doi.org/10.1016/..

3

Local and global trend Bayesian exponential smoothing model:

Smyl, Slawek ; Bergmeir, Christoph ; Dokumentov, Alexander...
International Journal of Forecasting. , 2024

Link: https://doi.org/10.1016/..

4

Recurrent Neural Networks for Forecasting Time Series with ..:

, In: Contributions to Statistics; Theory and Applications of Time Series Analysis,

Dudek, Grzegorz ; Smyl, Slawek ; Pełka, Paweł - p. 171-185 , 2023

Link: https://doi.org/10.1007/..

5

Forecasting Cryptocurrency Prices Using Contextual ES-adRNN..:

, In: Computational Science – ICCS 2023; Lecture Notes in Computer Science,

Smyl, Slawek ; Dudek, Grzegorz ; Pełka, Paweł - p. 450-464 , 2023

Link: https://doi.org/10.1007/..

6

A Hybrid Residual Dilated LSTM and Exponential Smoothing Mo..:

Dudek, Grzegorz ; Pelka, Pawel ; Smyl, Slawek
IEEE Transactions on Neural Networks and Learning Systems. 33 (2022) 7 - p. 2879-2891 , 2022

Link: https://doi.org/10.1109/..

7

ES-dRNN with Dynamic Attention for Short-Term Load Forecast..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),

Smyl, Slawek ; Dudek, Grzegorz ; Pelka, Pawel - p. 1-8 , 2022

Link: https://doi.org/10.1109/..

8

Ensembles of localised models for time series forecasting:

Godahewa, Rakshitha ; Bandara, Kasun ; Webb, Geoffrey I...
Knowledge-Based Systems. 233 (2021) - p. 107518 , 2021

Link: https://doi.org/10.1016/..

9

3ETS+RD-LSTM: A New Hybrid Model for Electrical Energy Cons..:

, In: Neural Information Processing; Lecture Notes in Computer Science,

Dudek, Grzegorz ; Pełka, Paweł ; Smyl, Slawek - p. 519-531 , 2020

Link: https://doi.org/10.1007/..

10

A hybrid method of exponential smoothing and recurrent neur..:

Smyl, Slawek
International Journal of Forecasting. 36 (2020) 1 - p. 75-85 , 2020

Link: https://doi.org/10.1016/..

11

Forecasting across time series databases using recurrent ne..:

Bandara, Kasun ; Bergmeir, Christoph ; Smyl, Slawek
Expert Systems with Applications. 140 (2020) - p. 112896 , 2020

Link: https://doi.org/10.1016/..

12

Machine learning methods for GEFCom2017 probabilistic load ..:

Smyl, Slawek ; Hua, N. Grace
International Journal of Forecasting. 35 (2019) 4 - p. 1424-1431 , 2019

Link: https://doi.org/10.1016/..

13

Fuzzy prophet : parameter exploration in uncertain enter..:

, In: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data,

Kennedy, Oliver A. ; Lee, Steve ; Loboz, Charles.. - p. 1303-1306 , 2011

Link: https://dl.acm.org/doi/1..

14

DataGarage : warehousing massive performance data on com..:

Loboz, Charles ; Smyl, Slawek ; Nath, Suman
Proceedings of the VLDB Endowment. 3 (2010) 1-2 - p. 1447-1458 , 2010

Link: https://dl.acm.org/doi/1..

15

DataGarage: warehousing massive performance data on commodi..:

Loboz, Charles ; Smyl, Slawek ; Nath, Suman
Proceedings of the VLDB Endowment. 3 (2010) 1-2 - p. 1447-1458 , 2010

Link: https://doi.org/10.14778..