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» Conditional Independence Relations in Possibility Theory
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JMLR
2010
102views more  JMLR 2010»
13 years 2 months ago
Efficient Algorithms for Conditional Independence Inference
The topic of the paper is computer testing of (probabilistic) conditional independence (CI) implications by an algebraic method of structural imsets. The basic idea is to transfor...
Remco R. Bouckaert, Raymond Hemmecke, Silvia Lindn...
JOLLI
2010
92views more  JOLLI 2010»
13 years 5 months ago
A Theory of Hierarchical Consequence and Conditionals
We introduce A-ranked preferential structures and combine them with an accessibility relation. A-ranked preferential structures are intermediate between simple preferential struct...
Dov M. Gabbay, Karl Schlechta
BMCBI
2010
147views more  BMCBI 2010»
13 years 7 months ago
Learning biological network using mutual information and conditional independence
Background: Biological networks offer us a new way to investigate the interactions among different components and address the biological system as a whole. In this paper, a revers...
Dong-Chul Kim, Xiaoyu Wang, Chin-Rang Yang, Jean G...
IJCAI
1997
13 years 8 months ago
Qualitative Relevance and Independence: A Roadmap
Several qualitative notions of epistemic dependence between propositions are studied. They are closely related to the ordinal notion of conditional possibility. What this paper pr...
Didier Dubois, Luis Fariñas del Cerro, Andr...
FOIS
2006
13 years 8 months ago
Qualities in Possible Worlds
The paper analyzes how and under which assumptions it is possible to compare (in a relationist setting and relatively to qualities) entities living in different worlds. We begin wi...
Stefano Borgo, Claudio Masolo