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IJAR
2008
155views more  IJAR 2008»
13 years 5 months ago
Estimation of causal effects using linear non-Gaussian causal models with hidden variables
The task of estimating causal effects from non-experimental data is notoriously difficult and unreliable. Nevertheless, precisely such estimates are commonly required in many fiel...
Patrik O. Hoyer, Shohei Shimizu, Antti J. Kerminen...
IJAR
2008
81views more  IJAR 2008»
13 years 5 months ago
Fuzzy region connection calculus: An interpretation based on closeness
One of the key strengths of the region connection calculus (RCC) -- its generality -- is also one of its most important drawbacks for practical applications. The semantics of all ...
Steven Schockaert, Martine De Cock, Chris Cornelis...
IJAR
2008
143views more  IJAR 2008»
13 years 5 months ago
A characterization of interval-valued residuated lattices
As is well-known, residuated lattices (RLs) on the unit interval correspond to leftcontinuous t-norms. Thus far, a similar characterization has not been found for RLs on the set o...
Bart Van Gasse, Chris Cornelis, Glad Deschrijver, ...
IJAR
2008
118views more  IJAR 2008»
13 years 5 months ago
Dynamic multiagent probabilistic inference
Cooperative multiagent probabilistic inference can be applied in areas such as building surveillance and complex system diagnosis to reason about the states of the distributed unc...
Xiangdong An, Yang Xiang, Nick Cercone
IJAR
2008
161views more  IJAR 2008»
13 years 5 months ago
Bayesian learning for a class of priors with prescribed marginals
We present Bayesian updating of an imprecise probability measure, represented by a class of precise multidimensional probability measures. Choice and analysis of our class are mot...
Hermann Held, Thomas Augustin, Elmar Kriegler