Arjen Hommersom
5 papers · 2013–2018 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Conference Pioneer
Top co-authors
Research topics
Keywords
bayesian network
(2)
time series
(2)
parameter learning
(2)
biological modeling
(1)
multivariate analysis
(1)
multivariate time series
(1)
hidden markov model
(1)
state space model
(1)
probabilistic graphical model
(1)
medical diagnosis
(1)
medical application
(1)
hybrid time bayesian network
(1)
continuous-time variable
(1)
discrete-time variable
(1)
hypoexponential distribution
(1)
biological process
(1)
medical problem
(1)
continuous-time bayesian network
(1)
asymmetric hidden markov model
(1)
hybrid time model
(1)
Papers
Making Continuous Time Bayesian Networks More Flexible
PGM 2018
Approximate Probabilistic Inference with Bounded Error for Hybrid Probabilistic Logic Programming
IJCAI 2016
Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case
PGM 2016
Learning Parameters of Hybrid Time Bayesian Networks
PGM 2016
Inference for a New Probabilistic Constraint Logic
IJCAI 2013