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
An empirical evaluation of possible variations of lazy propagation
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Approximate probability propagation with mixtures of truncated exponentials
International Journal of Approximate Reasoning
On-line alert systems for production plants: A conflict based approach
International Journal of Approximate Reasoning
Operating with potentials of discrete variables
International Journal of Approximate Reasoning
Belief updating in Bayesian networks by using a criterion of minimum time
Pattern Recognition Letters
Belief update in CLG Bayesian networks with lazy propagation
International Journal of Approximate Reasoning
Performance Evaluation of Algorithms for Soft Evidential Update in Bayesian Networks: First Results
SUM '08 Proceedings of the 2nd international conference on Scalable Uncertainty Management
On Directed and Undirected Propagation Algorithms for Bayesian Networks
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A simple graphical approach for understanding probabilistic inference in Bayesian networks
Information Sciences: an International Journal
A join tree probability propagation architecture for semantic modeling
Journal of Intelligent Information Systems
Fast recommendations using GAI models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Solving linear-quadratic conditional Gaussian influence diagrams
International Journal of Approximate Reasoning
A web-based interface for hiding Bayesian network inference
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Assessment of distribution system reliability based on Bayesian network and time sequence simulation
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Improvements to message computation in lazy propagation
International Journal of Approximate Reasoning
Knowledge representation, communication, and update in probability-based multiagent systems
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
Design and implementation of a Bayesian network speech recognizer
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Join tree propagation utilizing both arc reversal and variable elimination
International Journal of Approximate Reasoning
Using four cost measures to determine arc reversal orderings
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Evaluating probabilistic inference techniques: a question of "When," not "Which"
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Patterns discovery for efficient structured probabilistic inference
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Review: Bayesian networks in environmental modelling
Environmental Modelling & Software
Solving influence diagrams using HUGIN, shafer-shenoy and lazy propagation
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
An improved bayesian network learning algorithm based on dependency analysis
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
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
Incorporating evidence in bayesian networks with the select operator
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
An efficient algorithm for inference in rough set flow graphs
Transactions on Rough Sets V
An improved LAZY-AR approach to bayesian network inference
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Answering queries in hybrid Bayesian networks using importance sampling
Decision Support Systems
Structured probabilistic inference
International Journal of Approximate Reasoning
Ordering arc-reversal operations when eliminating variables in lazy AR propagation
International Journal of Approximate Reasoning
On the tree structure used by lazy propagation for inference in bayesian networks
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Probabilistic inference with noisy-threshold models based on a CP tensor decomposition
International Journal of Approximate Reasoning
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