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Rafal Weron
ORCID
Publication Activity (10 Years)
Years Active: 2002-2023
Publications (10 Years): 14
Top Topics
Quantile Regression
Prediction Intervals
Electric Power
Point Of Sale
Top Venues
CoRR
Comput. Stat.
Adv. Complex Syst.
Data
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Publications
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Weronika Nitka
,
Rafal Weron
Combining predictive distributions of electricity prices. Does minimizing the CRPS lead to optimal decisions in day-ahead bidding?
Oper. Res. Decis.
33 (3) (2023)
Julia Nasiadka
,
Weronika Nitka
,
Rafal Weron
Calibration Window Selection Based on Change-Point Detection for Forecasting Electricity Prices.
ICCS (3)
(2022)
Julia Nasiadka
,
Weronika Nitka
,
Rafal Weron
Calibration window selection based on change-point detection for forecasting electricity prices.
CoRR
(2022)
Kin G. Olivares
,
Cristian Challu
,
Grzegorz Marcjasz
,
Rafal Weron
,
Artur Dubrawski
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx.
CoRR
(2021)
Tomasz Antczak
,
Bartosz Skorupa
,
Mikolaj Szurlej
,
Rafal Weron
,
Jacek Zabawa
Simulation Modeling of Epidemic Risk in Supermarkets: Investigating the Impact of Social Distancing and Checkout Zone Design.
ICCS (1)
(2021)
Tomasz Antczak
,
Rafal Weron
,
Jacek Zabawa
Data-Driven Simulation Modeling of the Checkout Process in Supermarkets: Insights for Decision Support in Retail Operations.
IEEE Access
8 (2020)
Jesus Lago
,
Grzegorz Marcjasz
,
Bart De Schutter
,
Rafal Weron
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark.
CoRR
(2020)
Grzegorz Marcjasz
,
Jesus Lago
,
Rafal Weron
Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs.
CoRR
(2020)
Tomasz Antczak
,
Rafal Weron
Point of Sale (POS) Data from a Supermarket: Transactions and Cashier Operations.
Data
4 (2) (2019)
Bidong Liu
,
Jakub Nowotarski
,
Tao Hong
,
Rafal Weron
Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts.
IEEE Trans. Smart Grid
8 (2) (2017)
Jakub Nowotarski
,
Rafal Weron
Computing electricity spot price prediction intervals using quantile regression and forecast averaging.
Comput. Stat.
30 (3) (2015)
Jerzy Grobelny
,
Rafal Michalski
,
Rafal Weron
Is Human Visual Activity in Simple Human-Computer Interaction Search Tasks a Lévy Flight?.
PhyCS
(2015)
Katarzyna Maciejowska
,
Rafal Weron
Forecasting of daily electricity prices with factor models: utilizing intra-day and inter-zone relationships.
Comput. Stat.
30 (3) (2015)
Anna Kowalska-Pyzalska
,
Katarzyna Maciejowska
,
Rafal Weron
,
Katarzyna Sznajd-Weron
Diffusion and adoption of dynamic electricity tariffs: An agent-based modeling approach.
ASONAM
(2015)
Piotr Przybyla
,
Katarzyna Sznajd-Weron
,
Rafal Weron
Diffusion of Innovation within an Agent-Based Model: Spinsons, Independence and Advertising.
Adv. Complex Syst.
17 (1) (2014)
Katarzyna Sznajd-Weron
,
Janusz Szwabinski
,
Rafal Weron
,
Tomasz Weron
Rewiring the network. What helps an innovation to diffuse?
CoRR
(2013)
Rafal Weron
Heavy-tails and regime-switching in electricity prices.
Math. Methods Oper. Res.
69 (3) (2009)
Anna Chernobai
,
Krzysztof Burnecki
,
Svetlozar T. Rachev
,
Stefan Trück
,
Rafal Weron
Modelling catastrophe claims with left-truncated severity distributions.
Comput. Stat.
21 (3-4) (2006)
Michael Bierbrauer
,
Stefan Trück
,
Rafal Weron
Modeling Electricity Prices with Regime Switching Models.
International Conference on Computational Science
(2004)
Krzysztof Burnecki
,
Rafal Weron
Modeling the Risk Process in the XploRe Computing Environment.
International Conference on Computational Science
(2004)
J. Nowicka-Zagrajek
,
Rafal Weron
Modeling electricity loads in California: ARMA models with hyperbolic noise.
Signal Process.
82 (12) (2002)