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AAAI
2011
12 years 10 months ago
Transportability of Causal and Statistical Relations: A Formal Approach
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal ...
Judea Pearl, Elias Bareinboim
CONCURRENCY
2008
71views more  CONCURRENCY 2008»
13 years 10 months ago
Extracting causal graphs from an open provenance data model
Simon Miles, Paul T. Groth, Steve Munroe, Sheng Ji...
JOCN
2011
94views more  JOCN 2011»
13 years 5 months ago
Establishing Causal Coherence across Sentences: An ERP Study
■ This study examined neural activity associated with establishing causal relationships across sentences during on-line comprehension. ERPs were measured while participants read...
Gina R. Kuperberg, Martin Paczynski, Tali Ditman
NDSS
2005
IEEE
14 years 3 months ago
Enriching Intrusion Alerts Through Multi-Host Causality
Current intrusion detection systems point out suspicious states or events but do not show how the suspicious state or events relate to other states or events in the system. We sho...
Samuel T. King, Zhuoqing Morley Mao, Dominic G. Lu...
LOGCOM
2007
180views more  LOGCOM 2007»
13 years 10 months ago
A Causal Theory of Abduction
The paper provides a uniform representation of abductive reasoning in the logical framework of causal inference relations. The representation covers in a single framework not only...
Alexander Bochman