Arjen Hommersom
5 papers · 2013–2018 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5)
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Hot Topic Early Bird
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Cross-Pollinator
(12)
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Conference Pioneer
Conferences
PGM (3)
IJCAI (2)
Top co-authors
Keywords
parameter learning
(2)
bayesian network
(2)
time series
(2)
hidden markov model
(1)
state space model
(1)
probabilistic graphical model
(1)
medical diagnosis
(1)
continuous time bayesian network
(1)
hybrid time bayesian network
(1)
continuous-time variable
(1)
discrete-time variable
(1)
hypoexponential distribution
(1)
biological process
(1)
medical problem
(1)
asymmetric hidden markov model
(1)
hybrid time model
(1)
markov chain monte carlo
(1)
structural expectation-maximization
(1)
multivariate analysis
(1)
multivariate time series
(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