Probabilistic logic with independence
Copyright policy )Probabilistic logic with independence
AbstractThis paper investigates probabilistic logics endowed with independence relations. We review propositional probabilistic languages without and with independence. We then consider graph-theoretic representations for propositional probabilistic logic with independence; complexity is analyzed, algorithms are derived, and examples are discussed. Finally, we examine a restricted first-order probabilistic logic that generalizes relational Bayesian networks.
- Universidade de São Paulo Brazil
- Utrecht University Netherlands
- Universidade de Sao Paolo Brazil
- UNIVERSIDADE DE SAO PAULO Brazil
- Queen's University Belfast United Kingdom
Artificial Intelligence, Applied Mathematics, Linear and multilinear programming, Sets of probability distributions, Graph-theoretic models, Software, 004, Probabilistic logic, Theoretical Computer Science
Artificial Intelligence, Applied Mathematics, Linear and multilinear programming, Sets of probability distributions, Graph-theoretic models, Software, 004, Probabilistic logic, Theoretical Computer Science
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).18 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Top 10% impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10%
Citations provided by BIP!Popularity provided by BIP!