Slawek Smyl - RankMe

26 papers B 1Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources. Inf. Fusion Slawek Smyl, Boris N. Oreshkin, Pawel Pelka, Grzegorz Dudek
2026	J	`jnl`	Probabilistic Multi-Regional Solar Power Forecasting with Any-Quantile Recurrent Neural Networks. CoRR Slawek Smyl, Pawel Pelka, Grzegorz Dudek
2025	J	`jnl`	Fast Gibbs sampling for the local-seasonal-global trend Bayesian exponential smoothing model. Stat. Comput. Xueying Long, Daniel F. Schmidt, Christoph Bergmeir, Slawek Smyl
2025	J	`jnl`	Forecasting Cryptocurrency Prices using Contextual ES-adRNN with Exogenous Variables. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2024	J	`jnl`	Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand. CoRR Slawek Smyl, Boris N. Oreshkin, Pawel Pelka, Grzegorz Dudek
2024	J	`jnl`	Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting. CoRR Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl
2024	J	`jnl`	Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting. Neural Networks Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2024	J	`jnl`	ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting. IEEE Trans. Neural Networks Learn. Syst. Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2024	J	`jnl`	Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model. CoRR Xueying Long, Daniel F. Schmidt, Christoph Bergmeir, Slawek Smyl
2024	J	`jnl`	Predicting Customer Lifetime Value Using Recurrent Neural Net. CoRR Huigang Chen, Edwin Ng, Gavin Steininger, Slawek Smyl
2023	—	`conf`	Forecasting Cryptocurrency Prices Using Contextual ES-adRNN with Exogenous Variables. ICCS (1) Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2023	J	`jnl`	Local and Global Trend Bayesian Exponential Smoothing Models. CoRR Slawek Smyl, Christoph Bergmeir, Alexander Dokumentov, Erwin Wibowo, Daniel F. Schmidt
2022	J	`jnl`	A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting. IEEE Trans. Neural Networks Learn. Syst. Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2022	J	`jnl`	Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	B	`conf`	ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. IJCNN Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	J	`jnl`	ES-dRNN with Dynamic Attention for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2022	J	`jnl`	Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study. CoRR Grzegorz Dudek, Slawek Smyl, Pawel Pelka
2021	J	`jnl`	ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting. CoRR Slawek Smyl, Grzegorz Dudek, Pawel Pelka
2021	J	`jnl`	Ensembles of localised models for time series forecasting. Knowl. Based Syst. Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir
2020	—	`conf`	3ETS+RD-LSTM: A New Hybrid Model for Electrical Energy Consumption Forecasting. ICONIP (3) Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2020	J	`jnl`	A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting. CoRR Grzegorz Dudek, Pawel Pelka, Slawek Smyl
2020	J	`jnl`	Ensembles of Localised Models for Time Series Forecasting. CoRR Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir
2020	J	`jnl`	Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach. Expert Syst. Appl. Kasun Bandara, Christoph Bergmeir, Slawek Smyl
2017	J	`jnl`	Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series. CoRR Kasun Bandara, Christoph Bergmeir, Slawek Smyl
2011	—	`conf`	Fuzzy prophet: parameter exploration in uncertain enterprise scenarios. SIGMOD Conference Oliver Kennedy, Steve Lee, Charles Loboz, Slawek Smyl, Suman Nath
2010	J	`jnl`	DataGarage: Warehousing Massive Performance Data on Commodity Servers. Proc. VLDB Endow. Charles Loboz, Slawek Smyl, Suman Nath