Slawek Smyl - Publications, H-index & Citations

Slawek Smyl

walmart

10H指数

32论文数

1.2K被引数

收录论文 9

发表时间

Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources 短期电力需求的任意分位数概率预测：融合多源不确定性

Information Fusion

IF15.5

2025-09-23

OAAI

Slawek Smyl; Boris N. Oreshkin; Paweł Pełka; Grzegorz Dudek

Local and global trend Bayesian exponential smoothing models

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2025-01-01

OAAI

Smyl, Slawek; Bergmeir, Christoph; Dokumentov, Alexander; Long, Xueying; Wibowo, Erwin; Schmidt, Daniel

ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-08-01

OAAI

Smyl, Slawek; Dudek, Grzegorz; Pelka, Pawel

Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting

NEURAL NETWORKS

IF6.3

2024-01-01

OAAI

Smyl, Slawek; Dudek, Grzegorz; Pelka, Pawel

A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting 用于中期电力负荷预测的混合残差扩张LSTM和指数平滑模型

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-07-01

OAAI

Dudek, Grzegorz; Pelka, Pawel; Smyl, Slawek

Ensembles of localised models for time series forecasting 用于时间序列预测的本地化模型的集合

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-12-01

OAAI

Godahewa, Rakshitha; Bandara, Kasun; Webb, Geoffrey, I; Smyl, Slawek; Bergmeir, Christoph

Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-02-01

202

OAAI

Bandara, Kasun; Bergmeir, Christoph; Smyl, Slawek

A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting 用于时间序列预测的指数平滑和递归神经网络的混合方法

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2020-01-01

370

PREAI

Smyl, Slawek

Machine learning methods for GEFCom2017 probabilistic load forecasting GEFCom2017概率负荷预测的机器学习方法

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2019-10-01

PREAI

Smyl, Slawek; Hua, N. Grace

研究方向