Slawek Smyl

A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting

Slawek Smyl · International Journal of Forecasting · 2019 · 700 citations

Exponential Smoothing, Forecasting Methodology, Probabilistic Forecasting +10

A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting

Grzegorz Dudek, Slawek Smyl · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 202 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Ensembles of localised models for time series forecasting

Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb et al. · Knowledge-Based Systems · 2021 · 52 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +5

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

Kasun Bandara, Christoph Bergmeir, Slawek Smyl · Expert Systems with Applications · 2019 · 29 citations · Full text

Intelligent Forecasting, Forecasting Methodology, Similar Series +11

Machine learning methods for GEFCom2017 probabilistic load forecasting

Slawek Smyl, Ning Hua · International Journal of Forecasting · 2019 · 29 citations

Forecasting Methodology, Engineering, Machine Learning +6