基本信息
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职业迁徙
个人简介
Leeropdracht Beslissingsondersteunende Systemen Benoemingsdatum 01-05-2000
Profiel
Het fundamentele onderzoek betreft de wiskundige grondslagen van probabilistische grafische modellen en algoritmen voor probabilistische inferentie met dergelijke modellen. Het toepassingsgerichte onderzoek betreft het ontwerp van probabilistische modellen voor toepassingen in de humane gezondheidszorg en in de diergeneeskunde.
Strategische thema's / focusgebieden
Foundations of Complex Systems
Game Research
publicaties
Woudenberg, Steven, van der Gaag, Linda & Rademaker, C.M.A. (05-06-2015). An intercausal cancellation model for Bayesian-network engineering. International Journal of Approximate Reasoning, 63, (pp. 32-47) (16 p.).
Bolt, J.H. & van der Gaag, L.C. (2015). Balanced tuning of multi-dimensional Bayesian network classifiers. In S. Destercke & Th. Denoeux (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings (pp. 210-220). Springer.
Lopatatatzidis, S. & van der Gaag, L.C. (2015). Computing concise representations of semi-graphoid independency models. In S. Destercke & Th. Denoeux (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings (pp. 290-300). Berlin: Springer.
Pastink, A.J. & van der Gaag, L.C. (2015). Multi-classifiers of Small Treewidth. In Sebastien Destercke & Thierry Denoeux (Eds.), ECSQARU 2015: 13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (pp. 199-209) (11 p.). Springer.
Woudenberg, Steven & van der Gaag, Linda (2015). Propagation effects of model-calculated probability values in Bayesian networks. International Journal of Approximate Reasoning, 61, (pp. 1-15).
Meekes, Michelle, Renooij, S. & van der Gaag, L.C. (2015). Relevance of Evidence in Bayesian Networks. In Sebastien Destercke & Thierry Denoeux (Eds.), Proceedings of the Thirteenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU) (pp. 366 - 375). Springer.
研究兴趣
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