Florian Ziel - RankMe

20 papers Journal 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Electricity Price Forecasting: Bridging Linear Models, Neural Networks and Online Learning. CoRR Btissame El Mahtout, Florian Ziel
2025	J	`jnl`	Recurrent Neural Networks with Linear Structures for Electricity Price Forecasting. CoRR Souhir Ben Amor, Florian Ziel
2024	J	`jnl`	Assessing the impact of weather-induced uncertainties in large-scale electricity systems. CoRR Jan Peper, David Kröger, Jonathan Kipp, Florian Ziel, Christian Rehtanz
2024	J	`jnl`	Efficient mid-term forecasting of hourly electricity load using generalized additive models. CoRR Monika Zimmermann, Florian Ziel
2024	J	`jnl`	ROLCH: Regularized Online Learning for Conditional Heteroskedasticity. CoRR Simon Hirsch, Jonathan Berrisch, Florian Ziel
2024	J	`jnl`	Spatial Weather, Socio-Economic and Political Risks in Probabilistic Load Forecasting. CoRR Monika Zimmermann, Florian Ziel
2023	J	`jnl`	Hierarchical forecasting for aggregated curves with an application to day-ahead electricity price auctions. CoRR Paul Ghelasi, Florian Ziel
2023	J	`jnl`	Multivariate Probabilistic CRPS Learning with an Application to Day-Ahead Electricity Prices. CoRR Jonathan Berrisch, Florian Ziel
2022	J	`jnl`	High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks. CoRR Jonathan Berrisch, Michal Narajewski, Florian Ziel
2022	J	`jnl`	Integrated day-ahead and intraday self-schedule bidding for energy storage systems using approximate dynamic programming. Eur. J. Oper. Res. Benedikt Finnah, Jochen Gönsch, Florian Ziel
2022	J	`jnl`	Modeling Volatility and Dependence of European Carbon and Energy Prices. CoRR Jonathan Berrisch, Sven Pappert, Florian Ziel, Antonia Arsova
2021	J	`jnl`	CRPS Learning. CoRR Jonathan Berrisch, Florian Ziel
2021	J	`jnl`	M5 Competition Uncertainty: Overdispersion, distributional forecasting, GAMLSS and beyond. CoRR Florian Ziel
2021	J	`jnl`	Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting. CoRR Florian Ziel
2021	J	`jnl`	tsrobprep - an R package for robust preprocessing of time series data. CoRR Michal Narajewski, Jens Kley-Holsteg, Florian Ziel
2021	J	`jnl`	tsrobprep - an R package for robust preprocessing of time series data. SoftwareX Michal Narajewski, Jens Kley-Holsteg, Florian Ziel
2020	J	`jnl`	Changes in electricity demand pattern in Europe due to COVID-19 shutdowns. CoRR Michal Narajewski, Florian Ziel
2020	J	`jnl`	Ensemble Forecasting for Intraday Electricity Prices: Simulating Trajectories. CoRR Michal Narajewski, Florian Ziel
2020	J	`jnl`	The energy distance for ensemble and scenario reduction. CoRR Florian Ziel
2016	J	`jnl`	Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes. Comput. Stat. Data Anal. Florian Ziel