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» Causes and Explanations: A Structural-Model Approach - Part ...
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73
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AI
2006
Springer
14 years 10 months ago
Causes and explanations in the structural-model approach: Tractable cases
Thomas Eiter, Thomas Lukasiewicz
75
Voted
QEST
2006
IEEE
15 years 4 months ago
Causality, Responsibility, and Blame: A Structural-Model Approach
This talk will provide an overview of work that I have done with Hana Chockler, Orna Kupferman, and Judea Pearl [1, 2, 10, 9] on defining notions such as causality, explanation, ...
Joseph Y. Halpern
100
Voted
HICSS
2005
IEEE
175views Biometrics» more  HICSS 2005»
15 years 3 months ago
Causal Reasoning Engine: An Explanation-Based Approach to Syndromic Surveillance
1 Quickly detecting an unexpected pathogen can save many lives. In cases of bioterrorism or naturally occurring epidemics, accurate diagnoses may not be made until much of the popu...
Benjamin B. Perry, Tim Van Allen
192
Voted
SPIN
2012
Springer
13 years 19 days ago
Counterexample Explanation by Anomaly Detection
Since counterexamples generated by model checking tools are only symptoms of faults in the model, a significant amount of manual work is required in order to locate the fault that...
Stefan Leue, Mitra Tabaei Befrouei
IJCAI
1989
14 years 11 months ago
Using and Refining Simplifications: Explanation-Based Learning of Plans in Intractable Domains
This paper describes an explanation-based approach lo learning plans despite a computationally intractable domain theory. In this approach, the system learns an initial plan using...
Steve A. Chien