13026 search results - page 5 / 2606 » Probabilistic Relational Models |
97
Voted
AICOM
2008
15 years 17 days ago
2008
78
Voted
DEBU
2006
15 years 14 days ago
2006
95
Voted
COLING
2008
15 years 1 months 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...
137
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IJCAI
2001
15 years 1 months 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...
112
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ILP
2007
Springer
15 years 6 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 ...