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2022

• Article
  C. van Elteren, R. Quax, and P. Sloot. Dynamic importance of network nodes is poorly predicted by static structural features. Physica A : Statistical Mechanics and its Applications .
  Abstract Citation Links
• Article
  K. den Nijs, J. Edivaldo, B. D. L. Châtel, J. F. Uleman, M. Olde Rikkert, H. Wertheim, and R. Quax. A Global Sharing Mechanism of Resources. International Journal of Environmental Research and Public Health .
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2021

• Article
  J. Bruggeman, R. Sprik, and R. Quax. Spontaneous cooperation for public goods. Journal of Mathematical Sociology pp. 183-191.
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• Article
  J. F. Uleman, R. J. F. Melis, R. Quax, E. A. van der Zee, D. Thijssen, M. Dresler, O. van de Rest, I. F. van der Velpen, H. H. H. Adams, B. Schmand, I. M. C. M. de Kok, J. de Bresser, E. Richard, M. Verbeek, A. G. Hoekstra, E. A. J. A. Rouwette, and M. G. M. Olde Rikkert. Mapping the multicausality of Alzheimer’s disease through group model building. GeroScience p. 829–843.
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• Article
  E. Weinans, R. Quax, E. H. van Nes, and I. A. van de Leemput. Evaluating the performance of multivariate indicators of resilience loss. Scientific Reports .
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• Article
  L. Crielaard, M. Nicolaou, A. Sawyer, R. Quax, and K. Stronks. Understanding the impact of exposure to adverse socioeconomic conditions on chronic stress from a complexity science perspective. BMC Medicine .
  Abstract Citation Links
• Article
  P. Dutta, R. Quax, L. Crielaard, L. Badiali, and P. M. A. Sloot. Inferring temporal dynamics from cross-sectional data using Langevin dynamics. Royal Society Open Science .
  Abstract Citation Links
• Article
  Jeroen F Uleman, Rick Quax, René JF Melis, Alfons Hoekstra, and Marcel GM Olde Rikkert. An individualized systems model to optimize Alzheimer’s disease prevention strategies. Alzheimer's & Dementia .
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2020

• Article
  J. J. Lever, I. A. van de Leemput, E. Weinans, R. Quax, V. Dakos, E. H. van Nes, J. Bascompte, and M. Scheffer. Foreseeing the future of mutualistic communities beyond collapse. Ecology Letters pp. 2-15.
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• Article
  J. Burger, D. C. van der Veen, D. J. Robinaugh, R. Quax, H. Riese, R. A. Schoevers, and S. Epskamp. Bridging the gap between complexity science and clinical practice by formalizing idiographic theories: a computational model of functional analysis. BMC Medicine .
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• Article
  L. Crielaard, P. Dutta, R. Quax, M. Nicolaou, N. Merabet, K. Stronks, and P. M. A. Sloot. Social norms and obesity prevalence: From cohort to system dynamics models. Obesity Reviews .
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• Article
  O. Har-Shemesh, R. Quax, J. S. Lansing, and P. M. A. Sloot. Questionnaire data analysis using information geometry. Scientific Reports .
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• Proceedings
  B. Nannes, R. Quax, H. Ashikaga, M. Hocini, R. Dubois, O. Bernus, and M. Haïssaguerre. Early signs of critical slowing down in heart surface electrograms of ventricular fibrillation victims. In: Computational Science – ICCS 2020. pp. 334-347.
  Abstract Citation Links
• Proceedings
  A. Presbitero, R. Quax, V. V. Krzhizhanovskaya, and P. M. A. Sloot. Detecting critical transitions in the human innate immune system post-cardiac surgery. In: Computational Science – ICCS 2020. pp. 371-384.
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2019

• Article
  W. R. J. Vermeulen, D. Roy, and R. Quax. Modelling the Influence of Regional Identity on Human Migration. Urban Science .
  Abstract Citation Links
• Article
  J. Runge, S. Bathiany, E. Bollt, G. Camps-Valls, D. Coumou, E. Deyle, C. Glymour, M. Kretschmer, M. D. Mahecha, J. Muñoz-Marí, E. H. van Nes, J. Peters, R. Quax, M. Reichstein, M. Scheffer, B. Schölkopf, P. Spirtes, G. Sugihara, J. Sun, K. Zhang, and J. Zscheischler. Inferring causation from time series in Earth system sciences. Nature Communications .
  Abstract Citation Links
• Article
  A. Presbitero, E. Mancini, F. Castiglione, V. V. Krzhizhanovskaya, and R. Quax. Game of neutrophils: modeling the balance between apoptosis and necrosis. BMC Bioinformatics .
  Abstract Citation Links
• Article
  E. Weinans, J. J. Lever, S. Bathiany, R. Quax, J. Bascompte, E. H. van Nes, M. Scheffer, and I. A. van de Leemput. Finding the direction of lowest resilience in multivariate complex systems. Journal of the Royal Society Interface .
  Abstract Citation Links

2018

• Article
  R. Quax, G. Chliamovitch, A. Dupuis, J.-L. Falcone, B. Chopard, A. G. Hoekstra, and P. M. A. Sloot. Information processing features can detect behavioral regimes of dynamical systems. Complexity .
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• Article
  E. Mancini, R. Quax, A. De Luca, S. Fidler, W. Stohr, and P. M. A. Sloot. A study on the dynamics of temporary HIV treatment to assess the controversial outcomes of clinical trials: An in-silico approach. PLoS ONE .
  Abstract Citation Links
• Proceedings
  A. Presbitero, E. Mancini, F. Castiglione, V. V. Krzhizhanovskaya, and R. Quax. Evolutionary Game Theory Can Explain the Choice Between Apoptotic and Necrotic Pathways in Neutrophils. In: Proceedings 2018 IEEE International Conference on Bioinformatics and Biomedicine. pp. 1401-1405.
  Abstract Citation Links
• Proceedings
  M. Glombek, J. R. Helmus, M. Lees, R. van den Hoed, and R. Quax. Vulnerability Of Charging Infrastructure, A Novel Approach For Improving Charging Station Deployment. In: Proceedings of 7th Transport Research Arena TRA 2018.
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2017

• Article
  V. A. Traag, R. Quax, and P. M. A. Sloot. Modelling the distance impedance of protest attendance. Physica A : Statistical Mechanics and its Applications pp. 171-182.
  Abstract Citation Links
• Article
  R. Quax, O. Har-Shemesh, and P. M. A. Sloot. Quantifying Synergistic Information Using Intermediate Stochastic Variables. Entropy .
  Abstract Citation Links
• Article
  A. Presbitero, R. Quax, V. Krzhizhanovskaya, and P. Sloot. Anomaly Detection in Clinical Data of Patients Undergoing Heart Surgery. Procedia Computer Science pp. 99-108.
  Abstract Citation Links

2016

• Article
  O. Har-Shemesh, R. Quax, B. Miñano, A. G. Hoekstra, and P. M. A. Sloot. Nonparametric estimation of Fisher information from real data. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics .
  Abstract Citation Links
• Article
  J. T. I. Tanzil, J. N. Lee, B. E. Brown, R. Quax, J. A. Kaandorp, J. M. Lough, and P. A. Todd. Luminescence and density banding patterns in massive Porites corals around the Thai-Malay Peninsula, Southeast Asia. Limnology and Oceanography pp. 2003-2026.
  Abstract Citation Links
• Article
  O. Har-Shemesh, R. Quax, A. G. Hoekstra, and P. M. A. Sloot. Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction-diffusion model. Journal of Statistical Mechanics : Theory and Experiment .
  Abstract Citation Links

2014

• Article
  W. Duan, R. Quax, M. Lees, X. Qiu, and P. M. A. Sloot. Topology dependent epidemic spreading velocity in weighted networks. Journal of Statistical Mechanics : Theory and Experiment .
  Abstract Citation Links
• Article
  T. I. Jung, F. Vogiatzian, O. Har-Shemesh, C. P. Fitzsimons, and R. Quax. Applying Information Theory to Neuronal Networks: From Theory to Experiments. Entropy pp. 5721-5737.
  Abstract Citation Links

2013

• Article
  R. Quax, D. A. M. C. van de Vijver, D. Frentz, and P. M. A. Sloot. Inferring epidemiological parameters from phylogenetic information for the HIV-1 epidemic among MSM. The European Physical Journal - Special Topics pp. 1347-1358.
  Abstract Citation Links
• Article
  R. Quax, A. Apolloni, and P. M. A. Sloot. The diminishing role of hubs in dynamical processes on complex networks. Journal of the Royal Society Interface .
  Abstract Citation Links
• Article
  R. Quax, D. Kandhai, and P. M. A. Sloot. Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series. Scientific Reports .
  Abstract Citation Links
• Article
  R. Quax, A. Apolloni, and P. M. A. Sloot. Towards understanding the behavior of physical systems using information theory. The European Physical Journal - Special Topics pp. 1389-1401.
  Abstract Citation Links

2012

• Article
  R. Quax, A. Apolloni, and P. M. A. Sloot. Information processing reveals how microscopic components affect the macroscopic system-state in complex networks. Scientific Reports .
  Citation Links
• Article
  P. M. A. Sloot and R. Quax. Information processing as a paradigm to model and simulate complex systems. Journal of Computational Science pp. 247-249.
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2011

• Article
  A. Mei Shan, R. Quax, D. van de Vijver, Y. Zhu, and P. M. A. Sloot. Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam. BMC Infectious Diseases .
  Abstract Citation Links
• Article
  R. Quax, D. A. Bader, and P. M. A. Sloot. SEECN: simulating complex systems using dynamic complex networks. International Journal for Multiscale Computational Engineering pp. 201-214.
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2010

• Article
  S. Mei, P. M. A. Sloot, R. Quax, Y. Zhu, and W. Wang. Complex agent networks explaining the HIV epidemic among homosexual men in Amsterdam. Mathematics and Computers in Simulation pp. 1018-1030.
  Abstract Citation Links

2009

• Proceedings
  R. Quax, D. A. Bader, and P. M. A. Sloot. Simulating individual-based models of epidemics in hierarchical networks. In: Computational Science – ICCS 2009. pp. 725-734.
  Abstract Citation Links

2008

• MSc Thesis
  R. Quax. Modeling and Simulating the Propagation of Infectious Diseases Using Complex Networks. Supervised by David Bader.
  Citation Links