127 search results - page 1 / 26 » A Calculus for Causal Relevance |
UAI
2001
13 years 5 months ago
2001
We present a sound and complete calculus for causal relevance that uses Pearl's functional causal models as semantics. The calculus consists of axioms and rules of inference ...
LOGCOM
2007
13 years 4 months ago
2007
Structural causal models offer a popular framework for exploring causal concepts. However, due to their limited expressiveness, structural models have difficulties coping with su...
UAI
1994
13 years 5 months ago
1994
Wepresenta symbolicmachinerythatadmits bothprobabilisticand causalinformation abouta givendomainand producesprobabilisticstatementsabouttheeffectofactions andtheimpactof observati...
IJCAI
1997
13 years 5 months ago
1997
Weak causal relationships and small sample size pose two significant difficulties to the automatic discovery of causal models from observational data. This paper examines the infl...
FORMATS
2003
Springer
13 years 9 months ago
2003
Springer
We present a process algebra suitable to the modelling of timed concurrent systems and to their efficient verification through model checking. The algebra is provided with two con...