Projects per year
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Dive into the research topics where Pieter Libin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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FWOTM1058: Real-time geospatial control of emerging infectious diseases
1/10/21 → 31/10/23
Project: Fundamental
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FWOSB9: Automatic learning of optimal prevention strategies for latent infectious diseases
1/01/16 → 31/12/19
Project: Applied
Research output
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A data-driven metapopulation model for the Belgian COVID-19 epidemic: assessing the impact of lockdown and exit strategies
Coletti, P., Libin, P., Petrof, O., Willem, L., Abrams, S., Herzog, S. A., Faes, C., Kuylen, E., Wambua, J., Beutels, P. & Hens, N., 2021, In : BMC Infectious Diseases. 21, 1, 12 p., 503.Research output: Contribution to journal › Article
Open Access2 Citations (Scopus) -
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics
Libin, P. J. K., Willem, L., Verstraeten, T., Torneri, A., Vanderlocht, J. & Hens, N., 9 Mar 2021, In : PLoS Computational Biology. 17, 3, 22 p., e1008688.Research output: Contribution to journal › Article
Open Access4 Citations (Scopus) -
Comparison of two simulators for individual based models in HIV epidemiology in a population with HSV 2 in Yaoundé (Cameroon)
Hendrickx, D. M., Sousa, J. D., Libin, P. JK., Delva, W., Liesenborgs, J., Hens, N., Müller, V. & Vandamme, A-M., 2021, In : Scientific Reports. 11, 1, p. 1-13 13 p.Research output: Contribution to journal › Article
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Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research
Virus bioinformatics consortium, 22 Mar 2021, In : Briefings in Bioinformatics. 22, 2, p. 642-663 22 p.Research output: Contribution to journal › Article
19 Citations (Scopus) -
Deep Reinforcement Learning for Large-Scale Epidemic Control
Libin, P., Moonens, A., Verstraeten, T., Perez Sanjines, F. R., Hens, N., Lemey, P. & Nowe, A., 1 Jan 2021, 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. Dong, Y., Ifrim, G., Mladenić, D., Saunders, C. & Van Hoecke, S. (eds.). Ghent, Belgium: Springer, Vol. 5. p. 155-170 16 p. (Lecture Notes in Computer Science; vol. 12461).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus)
Prizes
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ALA best paper award
Diederik Roijers (Recipient), Luisa Zintgraf (Recipient), Pieter Libin (Recipient) & Ann Nowe (Recipient), May 2018
Prize: National/international honour
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FWO travel grant "krediet voor deelname aan congres in het buitenland"
Pieter Libin (Recipient), 2019
Prize: Fellowship awarded competitively
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ICTAI Best student paper award
Pieter Libin (Recipient), 7 Nov 2018
Prize: National/international honour
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ICTAI Best student paper award
Felipe Gomez Marulanda (Recipient), Pieter Libin (Recipient) & Timothy Verstraeten (Recipient), 7 Nov 2018
Prize: Prize (including medals and awards)
Activities
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PLATYPI: fast phylogenetic genotype classification and recombination detection
Pieter Libin (Speaker)27 Mar 2019Activity: Talk or presentation › Talk or presentation at a conference
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Adaptive Learning Agents workshop 2019
Pieter Libin (Member of programme committee)13 May 2019 → 14 May 2019Activity: Participating in or organising an event › Participation in workshop, seminar
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Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies
Pieter Libin (Speaker)19 Nov 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Adaptive Learning Agents workshop 2019
Pieter Libin (Chair)14 May 2019Activity: Participating in or organising an event › Participation in workshop, seminar
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Boundary Focused Thompson sampling
Pieter Libin (Speaker), Timothy Verstraeten (Contributor), Diederik Roijers (Contributor), Wenjia Wang (Contributor), Kristof Theys (Contributor), Ann Nowe (Contributor)14 May 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar