Niel Hens

Orcid: 0000-0003-1881-0637

According to our database1, Niel Hens authored at least 25 papers between 2005 and 2024.

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Bibliography

2024
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

2023
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.
CoRR, 2023

2022
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

2021
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

2020
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

2019
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

2018
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

2016
Estimating Time of Infection Using Prior Serological and Individual Information Can Greatly Improve Incidence Estimation of Human and Wildlife Infections.
PLoS Comput. Biol., 2016

2015
Optimizing agent-based transmission models for infectious diseases.
BMC Bioinform., 2015

2014
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

2012
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

2006
The nature of sensitivity in monotone missing not at random models.
Comput. Stat. Data Anal., 2006

2005
Kernel weighted influence measures.
Comput. Stat. Data Anal., 2005


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