most citedIncorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs

16 citations

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2 papers

cs.AI2014

Different Types of Conflicting Knowledge in AmI Environments

Martin Homola, Theodore Patkos

We characterize different types of conflicts that may occur in complex distributed multi-agent scenarios, such as in Ambient Intelligence (AmI) environments, and we argue that thes…

cs.AI2012★ 16 cited

Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs

Giorgos Borboudakis, Ioannis Tsamardinos

We consider the incorporation of causal knowledge about the presence or absence of (possibly indirect) causal relations into a causal model. Such causal relations correspond to dir…