15 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.AI2023
Bayesian Integration of Information Using Top-Down Modulated WTA Networks
Otto van der Himst, Leila Bagheriye, Johan Kwisthout
Winner Take All (WTA) circuits a type of Spiking Neural Networks (SNN) have been suggested as facilitating the brain's ability to process information in a Bayesian manner. Research…
cs.AI2022
Motivating explanations in Bayesian networks using MAP-independence
Johan Kwisthout
In decision support systems the motivation and justification of the system's diagnosis or classification is crucial for the acceptance of the system by the human user. In Bayesian…
cs.AI2012★ 15 cited
The Computational Complexity of Sensitivity Analysis and Parameter Tuning
Johan Kwisthout, Linda C. van der Gaag
While known algorithms for sensitivity analysis and parameter tuning in probabilistic networks have a running time that is exponential in the size of the network, the exact computa…