124 search results - page 4 / 25 » Bottom-up learning of Markov logic network structure |
100
Voted
ML
2006
ACM
14 years 11 months ago
2006
ACM
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
111
Voted
ECAI
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. Statistical relational models, such as Markov logic networks, seek to compactly describe properties of relational domains by representing general principles about objects...
PKDD
2004
Springer
15 years 5 months ago
2004
Springer
PKDD
2009
Springer
15 years 6 months ago
2009
Springer
ICDM
2010
IEEE
14 years 9 months ago
2010
IEEE
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...