Kateřina Hlaváčková‐Schindler

Causality detection based on information-theoretic approaches in time series analysis

Kateřina Hlaváčková‐Schindler, Milan Paluš, Martin Vejmelka et al. · Physics Reports · 2007 · 796 citations

Causality Detection, Predictive Analytics, Knowledge Discovery +10

Equivalence of Granger Causalityand Transfer Entropy: A Generalization.

Kateřina Hlaváčková‐Schindler · 2011 · 46 citations

Engineering, Granger Causality, Causality Detection +14

Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short to medium range

Daan Scheepens, Irene Schicker, Kateřina Hlaváčková‐Schindler et al. · Geoscientific model development · 2023 · 26 citations · Full text

Forecasting Methodology, Engineering, Extreme Weather +18

Neural Network Modeling of Constrained Spatial Interaction Flows: Design, Estimation, and Performance Issues

Manfréd M. Fischer, Martin Reismann, Kateřina Hlaváčková‐Schindler · Journal of Regional Science · 2003 · 23 citations

Performance Issues, Neural Network Modeling, Spatial Interaction +13

A global search procedure for parameter estimation in neural spatial interaction modelling

Manfréd M. Fischer, Kateřina Hlaváčková‐Schindler, Martin Reismann · Papers of the Regional Science Association · 1999 · 21 citations

Quantitative Spatial Model, Parameter Estimation, Spatial Statistical Analysis +9