13026 search results - page 5 / 2606 » Probabilistic Relational Models |
AICOM
2008
13 years 11 months ago
2008
DEBU
2006
13 years 11 months ago
2006
COLING
2008
14 years 10 days ago
2008
We propose a new integrated approach based on Markov logic networks (MLNs), an effective combination of probabilistic graphical models and firstorder logic for statistical relatio...
IJCAI
2001
14 years 8 days ago
2001
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
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 ...