Causality detection based on information-theoretic approaches in time series analysis K Hlaváčková-Schindler, M Paluš, M Vejmelka, J Bhattacharya Physics Reports 441 (1), 1-46, 2007 | 923 | 2007 |
Directionality of coupling from bivariate time series: How to avoid false causalities and missed connections M Paluš, M Vejmelka Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 75 (5 …, 2007 | 308 | 2007 |
Identifying causal gateways and mediators in complex spatio-temporal systems J Runge, V Petoukhov, JF Donges, J Hlinka, N Jajcay, M Vejmelka, ... Nature communications 6 (1), 8502, 2015 | 302 | 2015 |
Inferring the directionality of coupling with conditional mutual information M Vejmelka, M Paluš Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 77 (2 …, 2008 | 236 | 2008 |
Functional connectivity in resting-state fMRI: is linear correlation sufficient? J Hlinka, M Paluš, M Vejmelka, D Mantini, M Corbetta Neuroimage 54 (3), 2218-2225, 2011 | 228 | 2011 |
Reliability of inference of directed climate networks using conditional mutual information J Hlinka, D Hartman, M Vejmelka, J Runge, N Marwan, J Kurths, M Paluš Entropy 15 (6), 2023-2045, 2013 | 130 | 2013 |
Recent advances and applications of WRF–SFIRE J Mandel, S Amram, JD Beezley, G Kelman, AK Kochanski, ... Natural Hazards and Earth System Sciences 14 (10), 2829-2845, 2014 | 120 | 2014 |
Discerning connectivity from dynamics in climate networks M Paluš, D Hartman, J Hlinka, M Vejmelka Nonlinear Processes in Geophysics 18 (5), 751-763, 2011 | 108 | 2011 |
Non-linear dependence and teleconnections in climate data: sources, relevance, nonstationarity J Hlinka, D Hartman, M Vejmelka, D Novotná, M Paluš Climate dynamics 42, 1873-1886, 2014 | 65 | 2014 |
Non-random correlation structures and dimensionality reduction in multivariate climate data M Vejmelka, L Pokorná, J Hlinka, D Hartman, N Jajcay, M Paluš Climate Dynamics 44, 2663-2682, 2015 | 47 | 2015 |
Data assimilation of dead fuel moisture observations from remote automated weather stations M Vejmelka, AK Kochanski, J Mandel International Journal of Wildland Fire 25 (5), 558-568, 2016 | 30 | 2016 |
Identification of nonlinear oscillatory activity embedded in broadband neural signals M Vejmelka, M PALUŠ, K ŠUŠMÁKOVÁ International journal of neural systems 20 (02), 117-128, 2010 | 23 | 2010 |
Regional and inter-regional effects in evolving climate networks J Hlinka, D Hartman, N Jajcay, M Vejmelka, R Donner, N Marwan, ... Nonlinear Processes in Geophysics 21 (2), 451-462, 2014 | 22 | 2014 |
Mutual Information Estimation in Higher Dimensions: A Speed-Up of a k-Nearest Neighbor Based Estimator M Vejmelka, K Hlaváčková-Schindler International conference on adaptive and natural computing algorithms, 790-797, 2007 | 20 | 2007 |
K-means clustering for problems with periodic attributes M Vejmelka, P Musílek, M Paluš, E Pelikán International Journal of Pattern Recognition and Artificial Intelligence 23 …, 2009 | 19 | 2009 |
Spectral diagonal ensemble Kalman filters I Kasanický, J Mandel, M Vejmelka Nonlinear Processes in Geophysics 22 (4), 485-497, 2015 | 16 | 2015 |
Data assimilation of satellite fire detection in coupled atmosphere-fire simulation by WRF-SFIRE J Mandel, AK Kochanski, M Vejmelka, JD Beezley arXiv preprint arXiv:1410.6948, 2014 | 16 | 2014 |
Phase synchronization in human EEG during audio-visual stimulation M Teplan, K Šušmakova, M Paluš, M Vejme˘ lka Electromagnetic Biology and Medicine 28 (1), 80-84, 2009 | 14 | 2009 |
Predictive system for multivariate time series J Kléma, J Kout, M Vejmelka na, 2004 | 14 | 2004 |
An interactive data-driven HPC system for forecasting weather, wildland fire, and smoke J Mandel, M Vejmelka, A Kochanski, A Farguell, J Haley, D Mallia, ... 2019 IEEE/ACM HPC for Urgent Decision Making (UrgentHPC), 35-44, 2019 | 13 | 2019 |