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Found 8 papers, 0 papers with code
Gaussian Mixture Reduction for Time-Constrained Approximate Inference in Hybrid Bayesian Networks
The trade-off algorithm performs pre-processing to find optimal run-time settings for the extended algorithm.
Reference Model of Multi-Entity Bayesian Networks for Predictive Situation Awareness
MEBN can be a formal representation to support PSAW and has been used for several PSAW systems.
MEBN-RM: A Mapping between Multi-Entity Bayesian Network and Relational Model
Developing a MEBN model from data stored in an RDB therefore requires mapping between the two formalisms.
Human-aided Multi-Entity Bayesian Networks Learning from Relational Data
MEBN goes beyond standard Bayesian networks to enable reasoning about an unknown number of entities interacting with each other in various types of relationships, a key requirement for the OODA process of an AI system.
An Application of Non-Monotonic Probabilistic Reasoning to Air Force Threat Correlation
Current approaches to expert systems' reasoning under uncertainty fail to capture the iterative revision process characteristic of intelligent human reasoning.
A Probabilistic Reasoning Environment
A framework is presented for a computational theory of probabilistic argument.
Belief in Belief Functions: An Examination of Shafer's Canonical Examples
In the canonical examples underlying Shafer-Dempster theory, beliefs over the hypotheses of interest are derived from a probability model for a set of auxiliary hypotheses.
Hierarchical Evidence and Belief Functions
It is demonstrated by example that different joint belief functions may be consistent with a given set of rules.
