Concepedia

Martin Vejmelka

MV

Statistics

Publications

15

Citations

2.3K

H-Index

15

Active since

2007

Affiliations

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

Czech Academy of Sciences

Potsdam Institute for Climate Impact Research

Humboldt-Universität zu Berlin

Czech Academy of Sciences, Institute of Atmospheric Physics

Martin Vejmelka is an author at Czech Academy of Sciences, Institute of Computer Science specializing in engineering, geography, and meteorology.

Top concepts

EngineeringGeographyMeteorologyStatisticsData ScienceEarth ScienceClimatologyClimate ChangeBusinessForecasting

Publications per year

2007–2019

15

Publications

15

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

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

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

Jaroslav Hlinka, Milan Paluš, Martin Vejmelka et al. · NeuroImage · 2010 · 214 citations · Full text

Medicine, Brain Mapping, Neuroimaging +7

Inferring the directionality of coupling with conditional mutual information

Martin Vejmelka, Milan Paluš · Physical Review E · 2008 · 210 citations

Engineering, High-dimensional Chaos, Complex Systems +16

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