Martin Vejmelka

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Publications

Citations

2.4K

H-Index

Active since

2007

Affiliations

Czech Academy of Sciences, Institute of Computer Science(Current)

Czech Academy of Sciences

University of Colorado Denver

University of Utah

Potsdam Institute for Climate Impact Research

Martin Vejmelka is an author at Czech Academy of Sciences, Institute of Computer Science specializing in natural sciences, earth sciences, and meteorology.

ORCID

Publications per year

2007–2019

Publications

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

Kateřina Hlaváčková‐Schindler, Milan Paluš, Martin Vejmelka et al. · Physics Reports · 2007 · 809 citations

Public Health, Data Science, Causal Inference +11

Identifying causal gateways and mediators in complex spatio-temporal systems

Jakob Runge, Vladimir Petoukhov, Jonathan F. Donges et al. · Nature Communications · 2015 · 345 citations · Full text

Natural Sciences, Earth Sciences, Atmospheric Dynamics +16

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

Milan Paluš, Martin Vejmelka · Physical Review E · 2007 · 273 citations

Public Health, Biostatistics, Causal Inference +8

Functional connectivity in resting-state fMRI: Is linear correlation sufficient?

Jaroslav Hlinka, Milan Paluš, Martin Vejmelka et al. · NeuroImage · 2010 · 225 citations · Full text

Life Sciences, Neuroscience, Clinical Neuroscience +15

Inferring the directionality of coupling with conditional mutual information

Martin Vejmelka, Milan Paluš · Physical Review E · 2008 · 216 citations

Engineering, Mathematics, Complex Systems +15

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