Bayesian Error-Bars for Belief Net Inference

Dependent Dirichlet priors and optimal linear estimators for belief net parameters

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Using query-specific variance estimates to combine Bayesian classifiers

ICML '06 Proceedings of the 23rd international conference on Machine learning

What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks

The Journal of Machine Learning Research

Quantifying the uncertainty of a belief net response: Bayesian error-bars for belief net inference

Artificial Intelligence

Scalable pattern mining with Bayesian networks as background knowledge

Data Mining and Knowledge Discovery

Visual explanation of evidence in additive classifiers

IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2

Discriminative model selection for belief net structures

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Confidence intervals for probabilistic network classifiers

Computational Statistics & Data Analysis

Improved mean and variance approximations for belief net responses via network doubling

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence