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» Learning Equivalence Classes of Bayesian Network Structures
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ICEIS
2005
IEEE
15 years 3 months ago
A Bayesian Networks Structural Learning Algorithm Based on a Multiexpert Approach
Francesco Colace, Massimo De Santo, Mario Vento, P...
BIBE
2008
IEEE
111views Bioinformatics» more  BIBE 2008»
14 years 11 months ago
Structure learning for biomolecular pathways containing cycles
Bayesian network structure learning is a useful tool for elucidation of regulatory structures of biomolecular pathways. The approach however is limited by its acyclicity constraint...
S. Itani, Karen Sachs, Garry P. Nolan, M. A. Dahle...
ECML
2007
Springer
15 years 3 months ago
Learning Directed Probabilistic Logical Models: Ordering-Search Versus Structure-Search
We discuss how to learn non-recursive directed probabilistic logical models from relational data. This problem has been tackled before by upgrading the structure-search algorithm i...
Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendr...