Exploiting causal independence in Markov logic networks: Combining undirected and directed models

Published in Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II 21, 2010