137 search results - page 3 / 28 » PRL: A probabilistic relational language |
122
click to vote
ICMLA
2009
14 years 10 months ago
2009
Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
114
click to vote
IJCAI
2001
15 years 1 months ago
2001
A new, general approach is described for approximate inference in first-order probabilistic languages, using Markov chain Monte Carlo (MCMC) techniques in the space of concrete po...
104
click to vote
SEW
2006
IEEE
15 years 6 months ago
2006
IEEE
Complex software systems typically involve features like time, concurrency and probability, where probabilistic computations play an increasing role. It is challenging to formaliz...
CORR
2010
Springer
15 years 10 days ago
2010
Springer
The past few years have seen a surge of interest in the field of probabilistic logic learning and statistical relational learning. In this endeavor, many probabilistic logics have...
98
Voted
IJCNN
2007
IEEE
15 years 6 months ago
2007
IEEE
— Serious efforts to develop computerized systems for natural language understanding and machine translation have taken place for more than half a century. Some successful system...