3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.AI2013
Probabilistic Constraint Satisfaction with Non-Gaussian Noise
Russ B. Altman, Cheng C. Chen, William B. Poland +1
We have previously reported a Bayesian algorithm for determining the coordinates of points in three-dimensional space from uncertain constraints. This method is useful in the deter…
cs.AI2013★ 3 cited
Sensitivities: An Alternative to Conditional Probabilities for Bayesian Belief Networks
Alexander V. Kozlov, Jaswinder Pal Singh
We show an alternative way of representing a Bayesian belief network by sensitivities and probability distributions. This representation is equivalent to the traditional representa…
cs.AI2013★ 3 cited
Computational Complexity Reduction for BN2O Networks Using Similarity of States
Alexander V. Kozlov, Jaswinder Pal Singh
Although probabilistic inference in a general Bayesian belief network is an NP-hard problem, computation time for inference can be reduced in most practical cases by exploiting dom…