Maarten Vonk
Promovendus / buiten
- Naam
- Ir. M.C. Vonk
- Telefoon
- 071 5274799
- m.c.vonk@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-8936-8551
Promovendus / buiten
- Faculteit der Wiskunde en Natuurwetenschappen
- LIACS
- Natural Computing
- Vonk M.C., Kononova A.V., Bäck T.H.W. & Sweijs T. (2026), Multi-agent influence diagrams to hybrid threat modeling, The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology : 15485129251315178.
- Vonk M.C. (26 maart 2026), From inference to influence: applying causal game theory to complex security environments (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Bäck T.H.W., Kononova A.V. & Sweijs T.
- Vonk M.C., Vermetten D.L., Nobel J.P. de, Brand S., Malekovic N., Bäck T.H.W., Laarman A.W. & Kononova A.V. (2025), Optimizing causal interventions in hybrid bayesian networks: a discretization, knowledge compilation, and heuristic optimization approach. Lesot M.J., Vieira S., Reformat M.Z., Carvalho J.P., Batista F., Bouchon-Meunier B. & Yager R.R. (red.), Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2024. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) 22 juli 2024 - 26 juli 2024. Lecture Notes in Networks and Systems nr. 1174. Cham: Springer. 245–256.
- Malekovic N., Vonk M.C., Birkman L., Sweijs T., Kononova A.V. & Bäck T.H.W. (2025), Applying causality to environmental security in Iraq, Scientific Reports 15: 16198.
- Vonk M.C., Brand S., Malekovic N., Bäck T.H.W., Laarman A.W. & Kononova A.V. (2024), Balancing computational cost and accuracy in inference of continuous Bayesian networks. Lawrence N. (red.), Proceedings of the 12th international conference on probabilistic graphical models, PMLR. Probabilistic Graphical Models (PGM) 2024 11 september 2024 - 13 september 2024. Proceedings of Machine Learning Research nr. 246: PMLR. 361-381.
- Vonk M.C., Malekovic N., Bäck T.H.W. & Kononova A.V. (2023), Disentangling causality: assumptions in causal discovery and inference, Artificial Intelligence Review 56(9): 10613-10649.