13026 search results - page 15 / 2606 » Probabilistic Relational Models |
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
Many real-world domains exhibit rich relational structure and stochasticity and motivate the development of models that combine predicate logic with probabilities. These models de...
122
Voted
PVLDB
2008
14 years 12 months ago
2008
Several real-world applications need to effectively manage and reason about large amounts of data that are inherently uncertain. For instance, pervasive computing applications mus...
191
Voted
ICDE
2008
IEEE
16 years 1 months ago
2008
IEEE
In this paper, we address the problem of extending a relational database system to facilitate efficient real-time application of dynamic probabilistic models to streaming data. he ...
195
Voted
ENTCS
2006
15 years 14 days ago
2006
We investigate the construction of linear operators representing the semantics of probabilistic programming languages expressed via probabilistic transition systems. Finite transi...
95
Voted
ACL
2004
15 years 1 months ago
2004
We describe two probabilistic models for unsupervised word-sense disambiguation using parallel corpora. The first model, which we call the Sense model, builds on the work of Diab ...