Conference item
Causes and Explanations in the Structural−Model Approach : Tractable Cases
- Abstract:
-
In this paper, we continue our research on the algorithmic aspects of Halpern and Pearl's causes and explanations in the structural-model approach. To this end, we present new characterizations of weak causes for certain classes of causal models, which show that under suitable restrictions deciding causes and explanations is tractable. To our knowledge, these are the first explicit tractability results for the structural-model approach.
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Authors
- Publisher:
- Morgan Kaufmann
- Host title:
- Proceedings of the 18th Conference on Uncertainty in Artificial Intelligence‚ UAI 2002‚ Edmonton‚ Alberta‚ Canada‚ August 1−4‚ 2002
- Publication date:
- 2002-01-01
- ISBN:
- 1558608974
- UUID:
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uuid:6e5305ee-53f2-40cd-b1df-fa113bf61fab
- Local pid:
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cs:6723
- Deposit date:
-
2015-03-31
Terms of use
- Copyright date:
- 2002
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