Milan Paluš

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

Synchronization as adjustment of information rates: Detection from bivariate time series

Milan Paluš, Vladimı́r Komárek, Z Hrnčíř et al. · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · 335 citations

Engineering, Information Rates, High-dimensional Chaos +23

Identifying causal gateways and mediators in complex spatio-temporal systems

Jakob Runge, Vladimir Petoukhov, Jonathan F. Donges et al. · Nature Communications · 2015 · 326 citations · Full text

Directionality of coupling from bivariate time series: How to avoid false causalities and missed connections

Milan Paluš, Martin Vejmelka · Physical Review E · 2007 · 270 citations

Test Sensitivity, Bivariate Time Series, Causal Inference +18

Direction of coupling from phases of interacting oscillators: An information-theoretic approach

Milan Paluš, Aneta Stefanovska · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2003 · 253 citations

Quantum Dynamic, Quantum Science, Instantaneous Phases +13