3 citations · 4 across the 5 of their papers we have counts for
5 papers
Expert-Guided POMDP Learning for Data-Efficient Modeling in Healthcare
Marco Locatelli, Arjen Hommersom, Roberto Clemens Cerioli +2
Learning the parameters of Partially Observable Markov Decision Processes (POMDPs) from limited data is a significant challenge. We introduce the Fuzzy MAP EM algorithm, a novel ap…
Effective Diversification of Multi-Carousel Book Recommendation
Daniël Wilten, Gideon Maillette de Buy Wenniger, Arjen Hommersom +2
Using multiple carousels, lists that wrap around and can be scrolled, is the basis for offering content in most contemporary movie streaming platforms. Carousels allow for highligh…
What is understandable in Bayesian network explanations?
Raphaela Butz, Renée Schulz, Arjen Hommersom +1
Explaining predictions from Bayesian networks, for example to physicians, is non-trivial. Various explanation methods for Bayesian network inference have appeared in literature, fo…
Measuring Adverse Drug Effects on Multimorbity using Tractable Bayesian Networks
Jessa Bekker, Arjen Hommersom, Martijn Lappenschaar +1
Managing patients with multimorbidity often results in polypharmacy: the prescription of multiple drugs. However, the long-term effects of specific combinations of drugs and diseas…
Checking the Quality of Clinical Guidelines using Automated Reasoning Tools
Arjen Hommersom, Peter J. F. Lucas, Patrick van Bommel
Requirements about the quality of clinical guidelines can be represented by schemata borrowed from the theory of abductive diagnosis, using temporal logic to model the time-oriente…