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Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.

D. Fierens, H. Blockeel, M. Bruynooghe, and J. Ramon. ILP, volume 3625 of Lecture Notes in Computer Science, page 121-135. Springer, (2005)

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Daan Christiaens

Christiane Daanay

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Learning directed probabilistic logical models from relational data.D. Fierens. AI Commun., 21 (4): 269-270 (2008)Lifted Variable Elimination: A Novel Operator and Completeness ResultsN. Taghipour, D. Fierens, G. den Broeck, J. Davis, and H. Blockeel. CoRR, (2012)Improving the Efficiency of Approximate Inference for Probabilistic Logical Models by means of Program SpecializationD. Fierens. CoRR, (2011)Generalized ordering-search for learning directed probabilistic logical models.J. Ramon, T. Croonenborghs, D. Fierens, H. Blockeel, and M. Bruynooghe. Mach. Learn., 70 (2-3): 169-188 (2008)Lifted Variable Elimination: Decoupling the Operators from the Constraint Language.N. Taghipour, D. Fierens, J. Davis, and H. Blockeel. CoRR, (2014)Pairwise Markov Logic.D. Fierens, K. Kersting, J. Davis, J. Chen, and M. Mladenov. ILP, volume 7842 of Lecture Notes in Computer Science, page 58-73. Springer, (2012)Mining data from intensive care patients.J. Ramon, D. Fierens, F. Grandas, G. Meyfroidt, H. Blockeel, M. Bruynooghe, and G. den Berghe. Adv. Eng. Informatics, 21 (3): 243-256 (2007)Instance-level accuracy versus bag-level accuracy in multi-instance learning.G. Vanwinckelen, V. do Ó, D. Fierens, and H. Blockeel. Data Min. Knowl. Discov., 30 (2): 313-341 (2016)Inference and learning in probabilistic logic programs using weighted Boolean formulasD. Fierens, G. Van den Broeck, J. Renkens, D. Sht. Shterionov, B. Gutmann, I. Thon, G. Janssens, and L. De Raedt. TPLP, 15 (3): 358--401 (2015)Completeness Results for Lifted Variable EliminationN. Taghipour, D. Fierens, G. Van den Broeck, J. Davis, and H. Blockeel. Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), page 572--580. (2013)

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Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.

Please choose a person to relate this publication to

Daan Christiaens

Christiane Daanay

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Disambiguation of "Fierens, Daan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.

Please choose a person to relate this publication to

Daan Christiaens

Christiane Daanay

Other publications of authors with the same name

Disambiguation

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URL
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Chicago
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Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.