Title: Logical Bayesian networks and their relation to other probabilistic logical models
Authors: Fierens, Daan ×
Blockeel, Hendrik
Bruynooghe, Maurice
Ramon, Jan #
Issue Date: 2005
Publisher: Springer
Series Title: Lecture Notes in Computer Science vol:3625 pages:121-135
Conference: International Conference on Inductive Logic Programming edition:15 location:Bonn, Germany date:10-13 August 2005
Abstract: Logical Bayesian Networks (LBNs) have recently been introduced as another language for knowledge based model construction of Bayesian networks, besides existing languages such as Probabilistic Relational Models (PRMs) and Bayesian Logic Programs (BLPs). The original description of LBNs introduces them as a variant of BLPs and discusses the differences with BLPs but still leaves room for a deeper discussion of the relationship between LBNs and BLPs. Also the relationship to PRMs was not treated in much detail.
Description: Acceptance rate: 51%
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Informatics Section
× corresponding author
# (joint) last author

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