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Please use this identifier to cite or link to this item:
http://hdl.handle.net/1783.1/756
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| Title: | Intercausal independence and heterogeneous actorization |
| Authors: | Zhang, Nevin Lianwen
Poole, David |
| Keywords: | Bayesian networks
Intercausal independence |
| Issue Date: | 1994 |
| Citation: | Proceedings of the 10th conference on uncertainties in artificial intelligence (UAI '94), Seattle, USA, July 1994 |
| Abstract: | A constructive definition of intercausal independence is given. It is well known that conditional independence implies factorization of joint probability. Under the constructive definition, intercausal independence implies factorization of conditional probability. An inference algorithm is developed, which makes use of both conditional independence and intercausal independence to reduce inference complexity in Bayesian networks. |
| URI: | http://hdl.handle.net/1783.1/756 |
| Appears in Collections: | CSE Conference Papers
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| uai94.pdf | | 182Kb | Adobe PDF | View/Open |
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