Mixtures of Truncated Exponentials in Hybrid Bayesian Networks
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Importance Sampling in Bayesian Networks Using Antithetic Variables
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Computing Intervals of Probabilities with Simulated Annealing and Probability Trees
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Approximate probability propagation with mixtures of truncated exponentials
International Journal of Approximate Reasoning
Binary Probability Trees for Bayesian Networks Inference
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
The PDG-Mixture Model for Clustering
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Dynamic importance sampling in Bayesian networks based on probability trees
International Journal of Approximate Reasoning
Learning hybrid Bayesian networks using mixtures of truncated exponentials
International Journal of Approximate Reasoning
Causal analysis with Chain Event Graphs
Artificial Intelligence
International Journal of Approximate Reasoning
Approximate inference in Bayesian networks using binary probability trees
International Journal of Approximate Reasoning
Recursive probability trees for Bayesian networks
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Probabilistic graphical models in artificial intelligence
Applied Soft Computing
Importance sampling on Bayesian networks with deterministic causalities
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Review: Bayesian networks in environmental modelling
Environmental Modelling & Software
An importance sampling algorithm based on evidence pre-propagation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Penniless propagation with mixtures of truncated exponentials
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Approximate factorisation of probability trees
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Abductive inference in bayesian networks: finding a partition of the explanation space
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Two issues in using mixtures of polynomials for inference in hybrid Bayesian networks
International Journal of Approximate Reasoning
Importance sampling algorithms for Bayesian networks: Principles and performance
Mathematical and Computer Modelling: An International Journal
Answering queries in hybrid Bayesian networks using importance sampling
Decision Support Systems
Learning recursive probability trees from probabilistic potentials
International Journal of Approximate Reasoning
Causal identifiability via Chain Event Graphs
Artificial Intelligence
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