2019

Causal Link Estimation under Hidden Confounding in Ecological Time Series.
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
Climate Informatics Workshop. 2019.
[bibtex] [pdf] [abstract]
Nonlinear Causal Link Estimation under Hidden Confounding with an Application to Time-Series Anomaly Detection.
Violeta Teodora Trifunov and Maha Shadaydeh and Jakob Runge and Veronika Eyring and Markus Reichstein and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). 2019.
[bibtex] [pdf] [abstract]

2018

Domain knowledge integration for causality analysis of carbon-cycle variables.
Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein and Joachim Denzler.
AGU Fall Meeting 2018. 2018.
[bibtex] [abstract]