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Learning Directed Probabilistic Logical Models: Ordering-Search Versus Structure-Search.

, , , and . ECML, volume 4701 of Lecture Notes in Computer Science, page 567-574. Springer, (2007)

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Pairwise Markov Logic., , , , and . ILP, volume 7842 of Lecture Notes in Computer Science, page 58-73. Springer, (2012)Mining data from intensive care patients., , , , , , and . Adv. Eng. Informatics, 21 (3): 243-256 (2007)Generalized ordering-search for learning directed probabilistic logical models., , , , and . Mach. Learn., 70 (2-3): 169-188 (2008)Improving the Efficiency of Approximate Inference for Probabilistic Logical Models by means of Program Specialization. CoRR, (2011)Learning directed probabilistic logical models from relational data.. AI Commun., 21 (4): 269-270 (2008)Completeness Results for Lifted Variable Elimination., , , , and . AISTATS, volume 31 of JMLR Workshop and Conference Proceedings, page 572-580. JMLR.org, (2013)Inference and learning in probabilistic logic programs using weighted Boolean formulas, , , , , , , and . TPLP, 15 (3): 358--401 (2015)Completeness Results for Lifted Variable Elimination, , , , and . Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), page 572--580. (2013)Lifted Variable Elimination: Decoupling the Operators from the Constraint Language., , , and . J. Artif. Intell. Res., (2013)On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics.. ILP, volume 5989 of Lecture Notes in Computer Science, page 17-24. Springer, (2009)