305 search results - page 50 / 61 » Bayesian Learning of Markov Network Structure |
116
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
The use of domain knowledge in a learner can greatly improve the models it produces. However, high-quality expert knowledge is very difficult to obtain. Traditionally, researchers...
133
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Protein fold recognition is a key step towards inferring the tertiary structures from amino-acid sequences. Complex folds such as those consisting of interacting structural repeat...
117
Voted
ECML
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. Combining statistical and relational learning receives currently a lot of attention. The majority of statistical relational learning approaches focus on density estimatio...
126
Voted
ML
2008
ACM
15 years 2 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...
113
Voted
TNN
1998
15 years 2 months ago
1998
—A structured organization of information is typically required by symbolic processing. On the other hand, most connectionist models assume that data are organized according to r...