Inferring causation from time series in Earth system sciences J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... Nature communications 10 (1), 1-13, 2019 | 263 | 2019 |
Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series R Quax, D Kandhai, P Sloot Scientific reports 3 (1), 1-7, 2013 | 70 | 2013 |
Complex agent networks explaining the HIV epidemic among homosexual men in Amsterdam S Mei, PMA Sloot, R Quax, Y Zhu, W Wang Mathematics and Computers in Simulation 80 (5), 1018-1030, 2010 | 53 | 2010 |
The diminishing role of hubs in dynamical processes on complex networks R Quax, A Apolloni, PMA Sloot Journal of The Royal Society Interface 10 (88), 20130568, 2013 | 48 | 2013 |
Bridging the gap between complexity science and clinical practice by formalizing idiographic theories: a computational model of functional analysis J Burger, DC van der Veen, DJ Robinaugh, R Quax, H Riese, ... BMC medicine 18 (1), 1-18, 2020 | 44 | 2020 |
Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam S Mei, R Quax, D van de Vijver, Y Zhu, PMA Sloot BMC infectious diseases 11 (1), 1-9, 2011 | 43 | 2011 |
Quantifying synergistic information using intermediate stochastic variables R Quax, O Har-Shemesh, P Sloot Entropy 19 (2), 85, 2017 | 29 | 2017 |
Information processing as a paradigm to model and simulate complex systems PMA Sloot, R Quax Journal of Computational Science 5 (3), 247-249, 2012 | 23 | 2012 |
Luminescence and density banding patterns in massive Porites corals around the Thai‐Malay Peninsula, Southeast Asia JTI Tanzil, JN Lee, BE Brown, R Quax, JA Kaandorp, JM Lough, PA Todd Limnology and Oceanography 61 (6), 2003-2026, 2016 | 18 | 2016 |
Towards understanding the behavior of physical systems using information theory R Quax, A Apolloni, P Sloot The European Physical Journal Special Topics 222 (6), 1389-1401, 2013 | 17 | 2013 |
Inferring causation from time series in Earth system sciences, Nat. Commun., 10, 2553 J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... | 15 | 2019 |
Foreseeing the future of mutualistic communities beyond collapse JJ Lever, IA van de Leemput, E Weinans, R Quax, V Dakos, EH van Nes, ... Ecology letters 23 (1), 2-15, 2020 | 14 | 2020 |
Applying information theory to neuronal networks: from theory to experiments TI Jung, F Vogiatzian, O Har-Shemesh, CP Fitzsimons, R Quax Entropy 16 (11), 5721-5737, 2014 | 11 | 2014 |
Modelling the distance impedance of protest attendance VA Traag, R Quax, PMA Sloot Physica A: Statistical Mechanics and its Applications 468, 171-182, 2017 | 10 | 2017 |
Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction–diffusion model O Har-Shemesh, R Quax, AG Hoekstra, PMA Sloot Journal of Statistical Mechanics: Theory and Experiment 2016 (4), 043301, 2016 | 10 | 2016 |
Vulnerability Of Charging Infrastructure, A Novel Approach For Improving Charging Station Deployment M Glombek, JR Helmus, M Lees, R van den Hoed, R Quax 7th Transport Research Arena, 2018 | 9 | 2018 |
Anomaly detection in clinical data of patients undergoing heart surgery A Presbitero, R Quax, V Krzhizhanovskaya, P Sloot Procedia Computer Science 108, 99-108, 2017 | 9 | 2017 |
Finding the direction of lowest resilience in multivariate complex systems E Weinans, JJ Lever, S Bathiany, R Quax, J Bascompte, EH Van Nes, ... Journal of the Royal Society Interface 16 (159), 20190629, 2019 | 8 | 2019 |
Topology dependent epidemic spreading velocity in weighted networks W Duan, R Quax, M Lees, X Qiu, PMA Sloot Journal of Statistical Mechanics: Theory and Experiment 2014 (12), P12020, 2014 | 8 | 2014 |
SEECN: Simulating complex systems using dynamic complex networks R Quax, DA Bader, PMA Sloot International Journal for Multiscale Computational Engineering 9 (2), 2011 | 8 | 2011 |