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Slawek Smyl

Eden Medical Center (per OpenAlex) · ORCID · OpenAlex

8 papers in scope · 8 published · 1 on the econ.EM arXiv · 1,139 citations · h-index 7 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Lingxiao Huang
  2. Nisheeth K. Vishnoi
  3. K. Sudhir
  4. Kasun Bandara
  5. Zhe-Yuan Li
  6. Yuefang Gao
  7. Zhen-Wei Huang
  8. Yingjie Kuang
  9. Tingwei Zhang
  10. Ling Huang
  11. Zhongjie Zeng
  12. Minh-Ngoc Tran
  13. Robert Kohn
  14. Richard Gerlach
  15. Chen Liu
  16. Chao Wang
  17. Christoph Bergmeir
  18. Tra Ngoc Vy Nguyen
  19. Adam Clements
  20. Christopher Drovandi

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 8)

Fast Gibbs sampling for the local-seasonal-global trend Bayesian exponential smoothing model
published2024 · International Journal of Forecasting · 11 citations · first circulated 2023
with Christoph Bergmeir, Alexander Dokumentov, Xueying Long, Erwin Wibowo, Daniel F. Schmidt
International Journal of Forecasting
Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting
published2023 · Neural Networks · 27 citations · first circulated 2022
with Grzegorz Dudek, Paweł Pełka
Neural Networks
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting
published2023 · IEEE Transactions on Neural Networks and Learning Systems · 7 citations · first circulated 2021
with Grzegorz Dudek, Paweł Pełka
IEEE Transactions on Neural Networks and Learning Systems
Ensembles of localised models for time series forecasting
published2021 · Knowledge-Based Systems · 55 citations
with Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Christoph Bergmeir
Knowledge-Based Systems
A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting
published2021 · IEEE Transactions on Neural Networks and Learning Systems · 224 citations · first circulated 2020
with Grzegorz Dudek, Paweł Pełka
IEEE Transactions on Neural Networks and Learning Systems
Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach
published2019 · Expert Systems with Applications · 29 citations · first circulated 2017
with Kasun Bandara, Christoph Bergmeir
Paper profile Expert Systems with Applications arXiv:1710.03222
A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting
published2019 · International Journal of Forecasting · 757 citations
International Journal of Forecasting
Machine learning methods for GEFCom2017 probabilistic load forecasting
published2019 · International Journal of Forecasting · 29 citations
with Ning Hua
International Journal of Forecasting

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.