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Researcher
Daan Fierens
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Distributed computing, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences
Affiliations
- Informatics Section (Division)
Member
From1 Sep 2003 → 8 Feb 2014
Projects
1 - 2 of 2
- Efficient reasoning and learning with relational probabilistic models.From1 Oct 2010 → 30 Sep 2013Funding: FWO fellowships
- Learning directed probabilistic logical models from incomplete data.From29 Dec 2008 → 30 Dec 2009Funding: BOF - Other initiatives
Publications
11 - 20 of 20
- Context-specific independence in directed relational probabilistic models and its influence on the efficiency of Gibbs sampling(2010)
Authors: Daan Fierens
Pages: 243 - 248 - Improving the efficiency of Gibbs sampling for probabilistic logical models by means of program specialization(2010)
Authors: Daan Fierens
Pages: 74 - 83 - On the use of combining rules in relational probability trees(2010)
Authors: Daan Fierens
Pages: 397 - 408 - On the relationship between logical Bayesian networks and probabilistic logic programming based on the distribution semantics(2010)
Authors: Daan Fierens
Pages: 17 - 24 - A comparison of pruning criteria for probability trees(2010)
Authors: Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe
Pages: 251 - 285 - An exercise with statistical relational learning systems(2009)
Authors: Maurice Bruynooghe, Broes De Cat, Daan Fierens, Bernd Gutmann, Angelika Kimmig, Niels Landwehr, Wannes Meert, Ingo Thon, Jelle Van Eyck, Guy Van den Broeck, et al.
Pages: 1 - 3 - Learning directed probabilistic logical models: Ordering-search versus structure-search(2008)
Authors: Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel
Pages: 99 - 133 - Learning Directed Probabilistic Logical Models from Relational Data (Het leren van gerichte probabilistisch-logische modellen uit relationele gegevens)(2008)
Authors: Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe
- Generalized ordering-search for learning directed probabilistic logical models(2008)
Authors: Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe
Pages: 169 - 188 - Learning directed probabilistic logical models using ordering-search(2008)
Authors: Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel
Pages: 24 - 24