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Slawek Smyl — most-cited papers & profile · Time Series
← authors
·
overview
Slawek Smyl
11
papers ·
31
citations ·
10
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ES-dRNN with Dynamic Attention for Short-Term Load Forecasting
2022 · 14 citations
ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting
2021 · 7 citations
Forecasting Across Time Series Databases using Recurrent Neural Networks on Groups of Similar Series: A Clustering Approach
2017 · 4 citations
Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
2024 · 4 citations
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
2020 · 1 citations
Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting
2024 · 1 citations
Probabilistic Multi-Regional Solar Power Forecasting with Any-Quantile Recurrent Neural Networks
2026
Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study
2022
Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting
2022
Local and Global Trend Bayesian Exponential Smoothing Models
2023
Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model
2024
Top co-authors
Grzegorz Dudek
· 7
Pawe{\l} Pe{\l}ka
· 7
Christoph Bergmeir
· 4
Abishek Sriramulu
· 1
Alexander Dokumentov
· 1
Boris N. Oreshkin
· 1
Daniel F. Schmidt
· 1
Daniel Schmidt
· 1
Erwin Wibowo
· 1
Kasun Bandara
· 1
Xueying Long
· 1
Xueying Long
· 1
Topics
Probabilistic
cs.LG
Domain — Energy/Weather
stat.AP
stat.ML
cs.NE
Linear & Patch Models
cs.DB
econ.EM
eess.SP