Contacts
Intranet
SK
Kristína Mezeiová
National projects
| Innovations in the Transfer Entropy Method: Implementing Alternative Entropic Measures for More Robust Causal Inference | |
| Inovácie v metóde prenosovej entropie: Implementácia alternatívnych entropických mier pre robustnejšiu kauzálnu inferenciu | |
| Program: | Návratová projektová schéma |
| Duration: | 1.7.2025 – 30.6.2026 |
| Project leader: | Mgr. Mezeiová Kristína, PhD. |
| Annotation: | The aim of the project is to explore the use of alternative entropy measures, such as Rényi entropy, Tsallis entropy, and permutation entropy, in the transfer entropy method to enhance the accuracy, robustness, and computational efficiency of causal analysis in complex systems. The project will focus on the software implementation of appropriately modified causal algorithms, their testing on synthetic and real-world data, and the identification of areas where the proposed innovations provide significant advantages. |