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ORCIDBibTeX records: Niel Hens
@article{DBLP:journals/corr/abs-2301-12822,
author = {Alexandra Cimpean and
Timothy Verstraeten and
Lander Willem and
Niel Hens and
Ann Now{\'{e}} and
Pieter Libin},
title = {Evaluating {COVID-19} vaccine allocation policies using Bayesian m-top
exploration},
journal = {CoRR},
volume = {abs/2301.12822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12822},
doi = {10.48550/ARXIV.2301.12822},
eprinttype = {arXiv},
eprint = {2301.12822},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06296,
author = {Marcel Parciak and
Sebastiaan Weytjens and
Niel Hens and
Frank Neven and
Liesbet M. Peeters and
Stijn Vansummeren},
title = {Measuring Approximate Functional Dependencies: a Comparative Study},
journal = {CoRR},
volume = {abs/2312.06296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06296},
doi = {10.48550/ARXIV.2312.06296},
eprinttype = {arXiv},
eprint = {2312.06296},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/FrancoCWALABFH22,
author = {Nicolas Franco and
Pietro Coletti and
Lander Willem and
Leonardo Angeli and
Adrien Lajot and
Steven Abrams and
Philippe Beutels and
Christel Faes and
Niel Hens},
title = {Inferring age-specific differences in susceptibility to and infectiousness
upon SARS-CoV-2 infection based on Belgian social contact data},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {3},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1009965},
doi = {10.1371/JOURNAL.PCBI.1009965},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/FrancoCWALABFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/KuylenTWLACFVBL22,
author = {Elise J. Kuylen and
Andrea Torneri and
Lander Willem and
Pieter J. K. Libin and
Steven Abrams and
Pietro Coletti and
Nicolas Franco and
Frederik Verelst and
Philippe Beutels and
Jori Liesenborgs and
Niel Hens},
title = {Different forms of superspreading lead to different outcomes: Heterogeneity
in infectiousness and contact behavior relevant for the case of SARS-CoV-2},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {8},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1009980},
doi = {10.1371/JOURNAL.PCBI.1009980},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/KuylenTWLACFVBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GressaniWAHF22,
author = {Oswaldo Gressani and
Jacco Wallinga and
Christian L. Althaus and
Niel Hens and
Christel Faes},
title = {EpiLPS: {A} fast and flexible Bayesian tool for estimation of the
time-varying reproduction number},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {10},
pages = {1010618},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1010618},
doi = {10.1371/JOURNAL.PCBI.1010618},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GressaniWAHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05027,
author = {Mathieu Reymond and
Conor F. Hayes and
Lander Willem and
Roxana Radulescu and
Steven Abrams and
Diederik M. Roijers and
Enda Howley and
Patrick Mannion and
Niel Hens and
Ann Now{\'{e}} and
Pieter Libin},
title = {Exploring the Pareto front of multi-objective {COVID-19} mitigation
policies using reinforcement learning},
journal = {CoRR},
volume = {abs/2204.05027},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05027},
doi = {10.48550/ARXIV.2204.05027},
eprinttype = {arXiv},
eprint = {2204.05027},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LibinWVTVH21,
author = {Pieter J. K. Libin and
Lander Willem and
Timothy Verstraeten and
Andrea Torneri and
Joris Vanderlocht and
Niel Hens},
title = {Assessing the feasibility and effectiveness of household-pooled universal
testing to control {COVID-19} epidemics},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {3},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008688},
doi = {10.1371/JOURNAL.PCBI.1008688},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LibinWVTVH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/TorneriLTFWH21,
author = {Andrea Torneri and
Pieter Libin and
Gianpaolo Scalia Tomba and
Christel Faes and
James G. Wood and
Niel Hens},
title = {On realized serial and generation intervals given control measures:
The {COVID-19} pandemic case},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {3},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008892},
doi = {10.1371/JOURNAL.PCBI.1008892},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/TorneriLTFWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/RamiresOLHC20,
author = {Thiago G. Ramires and
Edwin M. M. Ortega and
Artur J. Lemonte and
Niel Hens and
Gauss M. Cordeiro},
title = {A flexible bimodal model with long-term survivors and different regression
structures},
journal = {Commun. Stat. Simul. Comput.},
volume = {49},
number = {10},
pages = {2639--2660},
year = {2020},
url = {https://doi.org/10.1080/03610918.2018.1524902},
doi = {10.1080/03610918.2018.1524902},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cssc/RamiresOLHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KuylenLBH20,
author = {Elise J. Kuylen and
Jori Liesenborgs and
Jan Broeckhove and
Niel Hens},
editor = {Valeria V. Krzhizhanovskaya and
G{\'{a}}bor Z{\'{a}}vodszky and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot and
S{\'{e}}rgio Brissos and
Jo{\~{a}}o Teixeira},
title = {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},
booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference,
Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12137},
pages = {385--398},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50371-0\_28},
doi = {10.1007/978-3-030-50371-0\_28},
timestamp = {Thu, 08 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/KuylenLBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LibinMVPHLN20,
author = {Pieter J. K. Libin and
Arno Moonens and
Timothy Verstraeten and
Fabian Perez{-}Sanjines and
Niel Hens and
Philippe Lemey and
Ann Now{\'{e}}},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Deep Reinforcement Learning for Large-Scale Epidemic Control},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {155--170},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_10},
doi = {10.1007/978-3-030-67670-4\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LibinMVPHLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13676,
author = {Pieter Libin and
Arno Moonens and
Timothy Verstraeten and
Fabian Perez{-}Sanjines and
Niel Hens and
Philippe Lemey and
Ann Now{\'{e}}},
title = {Deep reinforcement learning for large-scale epidemic control},
journal = {CoRR},
volume = {abs/2003.13676},
year = {2020},
url = {https://arxiv.org/abs/2003.13676},
eprinttype = {arXiv},
eprint = {2003.13676},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KovacHRH19,
author = {Thomas Kovac and
Tom Haber and
Frank Van Reeth and
Niel Hens},
editor = {Jo{\~{a}}o M. F. Rodrigues and
Pedro J. S. Cardoso and
J{\^{a}}nio M. Monteiro and
Roberto Lam and
Valeria V. Krzhizhanovskaya and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Improving {ODE} Integration on Graphics Processing Units by Reducing
Thread Divergence},
booktitle = {Computational Science - {ICCS} 2019 - 19th International Conference,
Faro, Portugal, June 12-14, 2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11538},
pages = {450--456},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22744-9\_35},
doi = {10.1007/978-3-030-22744-9\_35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/KovacHRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KuylenWHB19,
author = {Elise J. Kuylen and
Lander Willem and
Niel Hens and
Jan Broeckhove},
editor = {Jo{\~{a}}o M. F. Rodrigues and
Pedro J. S. Cardoso and
J{\^{a}}nio M. Monteiro and
Roberto Lam and
Valeria V. Krzhizhanovskaya and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Future Ramifications of Age-Dependent Immunity Levels for Measles:
Explorations in an Individual-Based Model},
booktitle = {Computational Science - {ICCS} 2019 - 19th International Conference,
Faro, Portugal, June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11536},
pages = {456--467},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22734-0\_33},
doi = {10.1007/978-3-030-22734-0\_33},
timestamp = {Thu, 08 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/KuylenWHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KovacHRH18,
author = {Thomas Kovac and
Tom Haber and
Frank Van Reeth and
Niel Hens},
title = {Heterogeneous computing for epidemiological model fitting and simulation},
journal = {{BMC} Bioinform.},
volume = {19},
number = {1},
pages = {101:1--101:11},
year = {2018},
url = {https://doi.org/10.1186/s12859-018-2108-3},
doi = {10.1186/S12859-018-2108-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/KovacHRH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/RamiresOCPH18,
author = {Thiago G. Ramires and
Edwin M. M. Ortega and
Gauss M. Cordeiro and
Gilberto A. Paula and
Niel Hens},
title = {New regression model with four regression structures and computational
aspects},
journal = {Commun. Stat. Simul. Comput.},
volume = {47},
number = {7},
pages = {1940--1962},
year = {2018},
url = {https://doi.org/10.1080/03610918.2017.1332212},
doi = {10.1080/03610918.2017.1332212},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/RamiresOCPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/RamiresHCO18,
author = {Thiago G. Ramires and
Niel Hens and
Gauss M. Cordeiro and
Edwin M. M. Ortega},
title = {Estimating nonlinear effects in the presence of cure fraction using
a semi-parametric regression model},
journal = {Comput. Stat.},
volume = {33},
number = {2},
pages = {709--730},
year = {2018},
url = {https://doi.org/10.1007/s00180-017-0781-8},
doi = {10.1007/S00180-017-0781-8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/RamiresHCO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BorremansHBLR16,
author = {Benny Borremans and
Niel Hens and
Philippe Beutels and
Herwig Leirs and
Jonas Reijniers},
title = {Estimating Time of Infection Using Prior Serological and Individual
Information Can Greatly Improve Incidence Estimation of Human and
Wildlife Infections},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {5},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1004882},
doi = {10.1371/JOURNAL.PCBI.1004882},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BorremansHBLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WillemSTBHB15,
author = {Lander Willem and
Sean Stijven and
Engelbert Tijskens and
Philippe Beutels and
Niel Hens and
Jan Broeckhove},
title = {Optimizing agent-based transmission models for infectious diseases},
journal = {{BMC} Bioinform.},
volume = {16},
pages = {183:1--183:10},
year = {2015},
url = {https://doi.org/10.1186/s12859-015-0612-2},
doi = {10.1186/S12859-015-0612-2},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WillemSTBHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BlommaertHB14,
author = {A. Blommaert and
Niel Hens and
Philippe Beutels},
title = {Data mining for longitudinal data under multicollinearity and time
dependence using penalized generalized estimating equations},
journal = {Comput. Stat. Data Anal.},
volume = {71},
pages = {667--680},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2013.02.023},
doi = {10.1016/J.CSDA.2013.02.023},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/BlommaertHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/WillemSVBBH14,
author = {Lander Willem and
Sean Stijven and
Ekaterina Vladislavleva and
Jan Broeckhove and
Philippe Beutels and
Niel Hens},
title = {Active Learning to Understand Infectious Disease Models and Improve
Policy Making},
journal = {PLoS Comput. Biol.},
volume = {10},
number = {4},
year = {2014},
url = {https://doi.org/10.1371/journal.pcbi.1003563},
doi = {10.1371/JOURNAL.PCBI.1003563},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/WillemSVBBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/CreemersAHM12,
author = {An Creemers and
Marc Aerts and
Niel Hens and
Geert Molenberghs},
title = {A nonparametric approach to weighted estimating equations for regression
analysis with missing covariates},
journal = {Comput. Stat. Data Anal.},
volume = {56},
number = {1},
pages = {100--113},
year = {2012},
url = {https://doi.org/10.1016/j.csda.2011.06.013},
doi = {10.1016/J.CSDA.2011.06.013},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/CreemersAHM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/AndraudLMOBH12,
author = {Mathieu Andraud and
Olivier Lejeune and
Jammbe Z. Musoro and
Benson Ogunjimi and
Philippe Beutels and
Niel Hens},
title = {Living on Three Time Scales: The Dynamics of Plasma Cell and Antibody
Populations Illustrated for Hepatitis {A} Virus},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {3},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002418},
doi = {10.1371/JOURNAL.PCBI.1002418},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/AndraudLMOBH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/JansenHMAVK06,
author = {Ivy Jansen and
Niel Hens and
Geert Molenberghs and
Marc Aerts and
Geert Verbeke and
Michael G. Kenward},
title = {The nature of sensitivity in monotone missing not at random models},
journal = {Comput. Stat. Data Anal.},
volume = {50},
number = {3},
pages = {830--858},
year = {2006},
url = {https://doi.org/10.1016/j.csda.2004.10.009},
doi = {10.1016/J.CSDA.2004.10.009},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/JansenHMAVK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/HensAMTV05,
author = {Niel Hens and
Marc Aerts and
Geert Molenberghs and
Herbert Thijs and
Geert Verbeke},
title = {Kernel weighted influence measures},
journal = {Comput. Stat. Data Anal.},
volume = {48},
number = {3},
pages = {467--487},
year = {2005},
url = {https://doi.org/10.1016/j.csda.2004.02.010},
doi = {10.1016/J.CSDA.2004.02.010},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/HensAMTV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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