Maarten Vonk
- Name
- Ir. M.C. Vonk
- ORCID iD
- 0000-0002-8936-8551
- LIACS
- LIACS Research
Contact
- 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. (Eds.), 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 July 2024 - 26 July 2024. Lecture Notes in Networks and Systems no. 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 Maarten C, Kononova Anna V, Bäck Thomas & Sweijs Tim (2025), Multi-agent influence diagrams to hybrid threat modeling, The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology : 15485129251315178.
- 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. (Ed.), 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 no. 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.