Abstract. Probabilistic logic programs have primarily studied the problem of en- tailment of probabilistic atoms. However, there are some interesting ...

Probabilistic logic programs have primarily studied the problem of entailment of probabilistic atoms. However, there are some interesting applications where ...

Probabilistic logic programs have primarily studied the problem of en- tailment of probabilistic atoms. However, there are some interesting applications ...

Probabilistic logic programs (PLPs) [NS92] have been proposed as a paradigm for probabilistic logical reasoning with no independence assumptions.

Finding Most Probable Worlds of Probabilistic Logic Programs ; Publication Type, Book Chapters ; Year of Publication, 2007 ; Authors, Khuller S, Martinez V, Nau DS ...

Feb 26, 2008 · Abstract The semantics of probabilistic logic programs (PLPs) is usually given through a possible worlds semantics. We propose a variant of ...

The semantics of probabilistic logic programs (PLPs) is usually given through a possible worlds semantics. We propose a variant of PLPs called action ...

Computing most probable worlds of action probabilistic logic programs: scalable estimation for 1030,000 worlds.

Computing most probable worlds of action probabilistic logic programs: scalable estimation for 1030,000 worlds · S. Khuller, Maria Vanina Martinez, +3 authors

In statistical relational learning (SRL) [14] and probabilistic graphical mod- els [15] one of the key tasks is to find the most likely state of the world where.