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Florian Ziel — most-cited papers & profile · Time Series
← authors
·
overview
Florian Ziel
19
papers ·
411
citations ·
25
h-index
University of Duisburg-Essen
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks
2018 · 227 citations
The value of forecasts: Quantifying the economic gains of accurate quarter-hourly electricity price forecasts
2018 · 72 citations
Ensemble Forecasting for Intraday Electricity Prices: Simulating Trajectories
2020 · 58 citations
Modeling Volatility and Dependence of European Carbon and Energy Prices
2022 · 26 citations
Short- to Mid-term Day-Ahead Electricity Price Forecasting Using Futures
2018 · 15 citations
Distributional neural networks for electricity price forecasting
2022 · 6 citations
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting
2021 · 3 citations
Efficient mid-term forecasting of hourly electricity load using generalized additive models
2024 · 2 citations
Simulation-based Forecasting for Intraday Power Markets: Modelling Fundamental Drivers for Location, Shape and Scale of the Price Distribution
2022 · 1 citations
Spatial Weather, Socio-Economic and Political Risks in Probabilistic Load Forecasting
2024 · 1 citations
Fast Training of Mixture-of-Experts for Time Series Forecasting via Expert Loss Integration
2026
Electricity Price Forecasting: Bridging Linear Models, Neural Networks and Online Learning
2026
Probabilistic Forecasts of Load, Solar and Wind for Electricity Price Forecasting
2025
Multivariate Simulation-based Forecasting for Intraday Power Markets: Modelling Cross-Product Price Effects
2023
Probabilistic Mid- and Long-Term Electricity Price Forecasting
2017
Top co-authors
Michał Narajewski
· 3
Antonia Arsova
· 2
Jonathan Berrisch
· 2
Monika Zimmermann
· 2
Rick Steinert
· 2
Simon Hirsch
· 2
Bartosz Uniejewski
· 1
Btissame El Mahtout
· 1
Btissame El Mahtout
· 1
Christopher Kath
· 1
Grzegorz Marcjasz
· 1
Paul Ghelasi
· 1
Topics
Domain — Energy/Weather
Probabilistic
Domain — Finance
Linear & Patch Models
q-fin.ST
stat.AP
stat.ML
cs.LG
stat.ME
econ.EM