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| Learning Bayesian Networks from Data - 1 Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning of belief networks, given at the Neural Information Processing Systems (NIPS-2001) conference Site info |
| Qualitative Verbal Explanations in Bayesian Belief Networks - 1 Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning. Site info |
| Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference - 1 Article published in JAIR (Journal of AI Research) about a way to implement belief networks by compiling networks into arithmetic expressions and then answering queries using an evaluation algorithm. Site info |
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