UAI 1993 - PDF Preprint Papers

UAI 1993

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UAI
1993

144views Artificial Intelligence» more UAI 1993»

Causal Independence for Knowledge Acquisition and Inference

13 years 5 months ago

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I introduce a temporal belief-network representation of causal independence that a knowledge engineer can use to elicit probabilistic models. Like the current, atemporal belief-ne...

David Heckerman

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Id	Views	Title	Status

1	144	Causal Independence for Knowledge Acquisition and Inference	claim
2	122	Jeffrey's rule of conditioning generalized to belief functions	claim
3	119	Incremental Probabilistic Inference	claim
4	117	Argumentative inference in uncertain and inconsistent knowledge bases	claim
5	112	On reasoning in networks with qualitative uncertainty	claim
6	110	Probabilistic Assumption-Based Reasoning	claim
7	110	Utility-Based Abstraction and Categorization	claim
8	102	Diagnosis of Multiple Faults: A Sensitivity Analysis	claim
9	101	Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties	claim
10	89	Inference Algorithms for Similarity Networks	claim
11	88	Using Causal Information and Local Measures to Learn Bayesian Networks	claim

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