186 search results - page 1 / 38 » Learning directed probabilistic logical models from relation... |
AICOM
2008
13 years 11 months ago
2008
ECML
2007
Springer
14 years 5 months ago
2007
Springer
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...
ML
2008
ACM
13 years 11 months ago
2008
ACM
Abstract. Recently, there has been an increasing interest in directed probabilistic logical models and a variety of languages for describing such models has been proposed. Although...
ILP
2007
Springer
14 years 5 months ago
2007
Springer
Research over the past several decades in learning logical and probabilistic models has greatly increased the range of phenomena that machine learning can address. Recent work has ...
ECML
2007
Springer
14 years 5 months ago
2007
Springer
Abstract. Existing relational learning approaches usually work on complete relational data, but real-world data are often incomplete. This paper proposes the MGDA approach to learn...