45 citations
- University of AmsterdamNL6 papers
- Utrecht UniversityNL5 papers
- Leiden UniversityNL4 papers
- Tinbergen InstituteNL4 papers
- Complexity Science HubAT3 papers
- Maastricht University Medical CentreNL3 papers
- Maastro ClinicNL3 papers
- University of OxfordGB3 papers
- Capital Fund Management (France)FR2 papers
- Open University of the NetherlandsNL2 papers
- Radboud University NijmegenNL2 papers
- Vrije Universiteit AmsterdamNL2 papers
26 papers
Split-Apply-Combine with Dynamic Grouping
Mark P. J. van der Loo
Partitioning a data set by one or more of its attributes and computing an aggregate for each part is one of the most common operations in data analyses. There are use cases where t…
Federated Bayesian Network Ensembles
Florian van Daalen, Lianne Ippel, Andre Dekker +1
Federated learning allows us to run machine learning algorithms on decentralized data when data sharing is not permitted due to privacy concerns. Ensemble-based learning works by t…
Reducing societal impacts of SARS-CoV-2 interventions through subnational implementation
Mark M. Dekker, Luc E. Coffeng, Frank P. Pijpers +2
To curb the initial spread of SARS-CoV-2, many countries relied on nation-wide implementation of non-pharmaceutical intervention measures, resulting in substantial socio-economic i…
Health Estimate Differences Between Six Independent Web Surveys: Different Web Surveys, Different Results?
Rainer Schnell, Jonas Klingwort
Most general population web surveys are based on online panels maintained by commercial survey agencies. However, survey agencies differ in their panel selection and management str…
Timeliness criticality in complex systems
José Moran, Matthijs Romeijnders, Pierre Le Doussal +4
In complex systems, external parameters often determine the phase in which the system operates, i.e., its macroscopic behavior. For nearly a century, statistical physics has extens…
Critical fragility in socio-technical systems
José Moran, Frank P. Pijpers, Utz Weitzel +2
Socio-technical systems, where technological and human elements interact in a goal-oriented manner, provide important functional support to our societies. Here we draw attention to…