 | 2012 |
| 19 |  | 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) |
| 18 |  | Nima Taghipour,
Daan Fierens,
Jesse Davis,
Hendrik Blockeel:
Lifted Variable Elimination with Arbitrary Constraints.
Journal of Machine Learning Research - Proceedings Track 22: 1194-1202 (2012) |
| 2011 |
| 17 |  | 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 |
| 16 |  | Daan Fierens:
Improving the Efficiency of Approximate Inference for Probabilistic Logical Models by means of Program Specialization
CoRR abs/1112.5381: (2011) |
| 2010 |
| 15 |  | Daan Fierens:
Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling.
ECAI 2010: 243-248 |
| 14 |  | Daan Fierens:
Improving the Efficiency of Gibbs Sampling for Probabilistic Logical Models by Means of Program Specialization.
ICLP (Technical Communications) 2010: 74-83 |
| 13 |  | Daan Fierens:
On the Use of Combining Rules in Relational Probability Trees.
SDM 2010: 397-408 |
| 12 |  | Daan Fierens,
Jan Ramon,
Hendrik Blockeel,
Maurice Bruynooghe:
A comparison of pruning criteria for probability trees.
Machine Learning 78(1-2): 251-285 (2010) |
| 2009 |
| 11 |  | Daan Fierens:
On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics.
ILP 2009: 17-24 |
| 2008 |
| 10 |  | Daan Fierens:
Learning directed probabilistic logical models from relational data.
AI Commun. 21(4): 269-270 (2008) |
| 9 |  | 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) |
| 8 |  | Jan Ramon,
Tom Croonenborghs,
Daan Fierens,
Hendrik Blockeel,
Maurice Bruynooghe:
Generalized ordering-search for learning directed probabilistic logical models.
Machine Learning 70(2-3): 169-188 (2008) |
| 2007 |
| 7 |  | Daan Fierens,
Jan Ramon,
Maurice Bruynooghe,
Hendrik Blockeel:
Learning Directed Probabilistic Logical Models: Ordering-Search Versus Structure-Search.
ECML 2007: 567-574 |
| 6 |  | Daan Fierens,
Jan Ramon,
Maurice Bruynooghe,
Hendrik Blockeel:
Learning Directed Probabilistic Logical Models Using Ordering-Search.
ILP 2007: 24 |
| 5 |  | Jan Ramon,
Daan Fierens,
Fabián Güiza,
Geert Meyfroidt,
Hendrik Blockeel,
Maurice Bruynooghe,
Greet Vanden Berghe:
Mining data from intensive care patients.
Advanced Engineering Informatics 21(3): 243-256 (2007) |
| 2006 |
| 4 |  | Jan Ramon,
Tom Croonenborghs,
Daan Fierens,
Hendrik Blockeel,
Maurice Bruynooghe:
Generalized Ordering-Search for Learning Directed Probabilistic Logical Models.
ILP 2006: 40-42 |
| 2005 |
| 3 |  | Daan Fierens,
Hendrik Blockeel,
Maurice Bruynooghe,
Jan Ramon:
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.
BNAIC 2005: 343-344 |
| 2 |  | Daan Fierens,
Jan Ramon,
Hendrik Blockeel,
Maurice Bruynooghe:
A Comparison of Approaches for Learning Probability Trees.
ECML 2005: 556-563 |
| 1 |  | Daan Fierens,
Hendrik Blockeel,
Maurice Bruynooghe,
Jan Ramon:
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.
ILP 2005: 121-135 |