471 citations · 801 across the 16 of their papers we have counts for
3 papers · 2 filters
Non-monotonic Negation in Probabilistic Deductive Databases
Raymond T. Ng, V. S. Subrahmanian
In this paper we study the uses and the semantics of non-monotonic negation in probabilistic deductive data bases. Based on the stable semantics for classical logic programming, we…
Empirical Probabilities in Monadic Deductive Databases
Raymond T. Ng, V. S. Subrahmanian
We address the problem of supporting empirical probabilities in monadic logic databases. Though the semantics of multivalued logic programs has been studied extensively, the treatm…
Hybrid Probabilistic Programs: Algorithms and Complexity
Michael I. Dekhtyar, Alex Dekhtyar, V. S. Subrahmanian
Hybrid Probabilistic Programs (HPPs) are logic programs that allow the programmer to explicitly encode his knowledge of the dependencies between events being described in the progr…