Forecasting Electricity Prices Using Deep Neural Networks: A Robust Hyper-Parameter Selection Scheme

by Grzegorz Marcjasz
Published 2020-09-01

Phase Transitions in the Kinetic Ising Model on the Temporal Directed Random Regular Graph

by Grzegorz Marcjasz, Katarzyna Sznajd-Weron
Published 2017-06-01

Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts

by Grzegorz Marcjasz, Bartosz Uniejewski, Rafał Weron
Published 2020-04-01

Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting

by Grzegorz Marcjasz, Tomasz Serafin, Rafał Weron
Published 2018-09-01

Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO

by Arkadiusz Jędrzejewski, Grzegorz Marcjasz, Rafał Weron
Published 2021-06-01

The Hunt Opinion Model-An Agent Based Approach to Recurring Fashion Cycles.

by Rafał Apriasz, Tyll Krueger, Grzegorz Marcjasz, Katarzyna Sznajd-Weron
Published 2016-01-01

Think then act or act then think?

by Arkadiusz Jędrzejewski, Grzegorz Marcjasz, Paul R Nail, Katarzyna Sznajd-Weron
Published 2018-01-01