On Axiomatization of Probabilistic Conditional Independencies
Artificial Intelligence
2013-02-28 v1
Abstract
This paper studies the connection between probabilistic conditional independence in uncertain reasoning and data dependency in relational databases. As a demonstration of the usefulness of this preliminary investigation, an alternate proof is presented for refuting the conjecture suggested by Pearl and Paz that probabilistic conditional independencies have a complete axiomatization.
Keywords
Cite
@article{arxiv.1302.6853,
title = {On Axiomatization of Probabilistic Conditional Independencies},
author = {Michael S. K. M. Wong and Z. W. Wang},
journal= {arXiv preprint arXiv:1302.6853},
year = {2013}
}
Comments
Appears in Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (UAI1994)