Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.
,
,
,
,
,
,
,
,
,
,
Expert Syst. Appl., 2024
Algorithms for Markov Binomial Chains.
CoRR, 2024
Measuring Approximate Functional Dependencies: A Comparative Study.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.
CoRR, 2023
EpiLPS: A fast and flexible Bayesian tool for estimation of the time-varying reproduction number.
PLoS Comput. Biol., October, 2022
Different forms of superspreading lead to different outcomes: Heterogeneity in infectiousness and contact behavior relevant for the case of SARS-CoV-2.
,
,
,
,
,
,
,
,
,
,
PLoS Comput. Biol., 2022
Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data.
PLoS Comput. Biol., 2022
On realized serial and generation intervals given control measures: The COVID-19 pandemic case.
PLoS Comput. Biol., 2021
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics.
PLoS Comput. Biol., 2021
A flexible bimodal model with long-term survivors and different regression structures.
Commun. Stat. Simul. Comput., 2020
Deep Reinforcement Learning for Large-Scale Epidemic Control.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Using Individual-Based Models to Look Beyond the Horizon: The Changing Effects of Household-Based Clustering of Susceptibility to Measles in the Next 20 Years.
Proceedings of the Computational Science - ICCS 2020, 2020
Future Ramifications of Age-Dependent Immunity Levels for Measles: Explorations in an Individual-Based Model.
Proceedings of the Computational Science - ICCS 2019, 2019
Improving ODE Integration on Graphics Processing Units by Reducing Thread Divergence.
Proceedings of the Computational Science - ICCS 2019, 2019
Estimating nonlinear effects in the presence of cure fraction using a semi-parametric regression model.
Comput. Stat., 2018
New regression model with four regression structures and computational aspects.
Commun. Stat. Simul. Comput., 2018
Heterogeneous computing for epidemiological model fitting and simulation.
BMC Bioinform., 2018
Estimating Time of Infection Using Prior Serological and Individual Information Can Greatly Improve Incidence Estimation of Human and Wildlife Infections.
PLoS Comput. Biol., 2016
Optimizing agent-based transmission models for infectious diseases.
BMC Bioinform., 2015
Active Learning to Understand Infectious Disease Models and Improve Policy Making.
PLoS Comput. Biol., 2014
Data mining for longitudinal data under multicollinearity and time dependence using penalized generalized estimating equations.
Comput. Stat. Data Anal., 2014
Living on Three Time Scales: The Dynamics of Plasma Cell and Antibody Populations Illustrated for Hepatitis A Virus.
PLoS Comput. Biol., 2012
A nonparametric approach to weighted estimating equations for regression analysis with missing covariates.
Comput. Stat. Data Anal., 2012
The nature of sensitivity in monotone missing not at random models.
Comput. Stat. Data Anal., 2006
Kernel weighted influence measures.
Comput. Stat. Data Anal., 2005