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ORCIDDaan Fierens
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2010 – 2019
- 2016
[j8]Gitte Vanwinckelen, Vinicius Tragante do Ó
, Daan Fierens, Hendrik Blockeel:
Instance-level accuracy versus bag-level accuracy in multi-instance learning. Data Min. Knowl. Discov. 30(2): 313-341 (2016)- 2015
- [j7]Daan Fierens, Guy Van den Broeck, Joris Renkens, Dimitar Sht. Shterionov, Bernd Gutmann, Ingo Thon, Gerda Janssens, Luc De Raedt:
Inference and learning in probabilistic logic programs using weighted Boolean formulas. Theory Pract. Log. Program. 15(3): 358-401 (2015) - 2014
- [i5]Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel:
Lifted Variable Elimination: Decoupling the Operators from the Constraint Language. CoRR abs/1402.0565 (2014) - 2013
- [j6]Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel:
Lifted Variable Elimination: Decoupling the Operators from the Constraint Language. J. Artif. Intell. Res. 47: 393-439 (2013) - [c16]Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel:
On the Completeness of Lifted Variable Elimination. StarAI@AAAI 2013 - [c15]Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel:
Completeness Results for Lifted Variable Elimination. AISTATS 2013: 572-580 - [i4]Daan Fierens, Guy Van den Broeck, Joris Renkens, Dimitar Sht. Shterionov, Bernd Gutmann, Ingo Thon, Gerda Janssens, Luc De Raedt:
Inference and learning in probabilistic logic programs using weighted Boolean formulas. CoRR abs/1304.6810 (2013) - 2012
- [c14]Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen, Martin Mladenov:
Pairwise Markov Logic. ILP 2012: 58-73 - [c13]Daan Fierens, Kristian Kersting:
From Lifted Inference to Lifted Models. StarAI@UAI 2012 - [c12]Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel:
Lifted Variable Elimination with Arbitrary Constraints. AISTATS 2012: 1194-1202 - [i3]Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt:
Inference in Probabilistic Logic Programs using Weighted CNF's. CoRR abs/1202.3719 (2012) - [i2]Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel:
Lifted Variable Elimination: A Novel Operator and Completeness Results. CoRR abs/1208.3809 (2012) - 2011
- [c11]Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt:
Inference in Probabilistic Logic Programs using Weighted CNF's. UAI 2011: 211-220 - [i1]Daan Fierens:
Improving the Efficiency of Approximate Inference for Probabilistic Logical Models by means of Program Specialization. CoRR abs/1112.5381 (2011) - 2010
- [j5]Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe:
A comparison of pruning criteria for probability trees. Mach. Learn. 78(1-2): 251-285 (2010) - [c10]Daan Fierens:
Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling. ECAI 2010: 243-248 - [c9]Daan Fierens:
Improving the Efficiency of Gibbs Sampling for Probabilistic Logical Models by Means of Program Specialization. ICLP (Technical Communications) 2010: 74-83 - [c8]Daan Fierens:
On the Use of Combining Rules in Relational Probability Trees. SDM 2010: 397-408
2000 – 2009
- 2009
- [c7]Daan Fierens:
On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics. ILP 2009: 17-24 - 2008
- [j4]Daan Fierens:
Learning directed probabilistic logical models from relational data. AI Commun. 21(4): 269-270 (2008) - [j3]Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel:
Learning directed probabilistic logical models: ordering-search versus structure-search. Ann. Math. Artif. Intell. 54(1-3): 99-133 (2008) - [j2]Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe:
Generalized ordering-search for learning directed probabilistic logical models. Mach. Learn. 70(2-3): 169-188 (2008) - 2007
- [j1]Jan Ramon, Daan Fierens, Fabian Güiza Grandas, Geert Meyfroidt, Hendrik Blockeel, Maurice Bruynooghe, Greta Van den Berghe:
Mining data from intensive care patients. Adv. Eng. Informatics 21(3): 243-256 (2007) - [c6]Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel:
Learning Directed Probabilistic Logical Models: Ordering-Search Versus Structure-Search. ECML 2007: 567-574 - [c5]Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel:
Learning Directed Probabilistic Logical Models Using Ordering-Search. ILP 2007: 24 - 2006
- [c4]Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe:
Generalized Ordering-Search for Learning Directed Probabilistic Logical Models. ILP 2006: 40-42 - 2005
- [c3]Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon:
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models. BNAIC 2005: 343-344 - [c2]Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe:
A Comparison of Approaches for Learning Probability Trees. ECML 2005: 556-563 - [c1]Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon:
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models. ILP 2005: 121-135
Coauthor Index
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