2 citations · 2 across the 6 of their papers we have counts for
6 papers
Probabilistic Argumentation and Information Algebras of Probability Potentials on Families of Compatible Frames
Juerg Kohlas
Probabilistic argumentation is an alternative to causal modeling with Bayesian networks. Probabilistic argumentation structures (PAS) are defined on families of compatible frames (…
Information and Set Algebras: Interpretation and Uniqueness of Conditional Independence
Juerg Kohlas
A new seemingly weak axiomatic formulation of information algebras is given. It is shown how such information algebras can be embedded into set (information) algebras. In set algeb…
Algebras of Information. An Axiomatic Foundation
Juerg Kohlas
The basic idea behind information algebras is that information comes in pieces, each referring to a certain question, that these pieces can be combined or aggregated and that the p…
Inverses, Conditionals and Compositional Operators in Separative Valuation Algebra
Juerg Kohlas
Compositional models were introduce by Jirousek and Shenoy in the general framework of valuation-based systems. They based their theory on an axiomatic system of valuations involvi…
Probabilistic Assumption-Based Reasoning
Jurg Kohlas, Paul-Andre Monney
The classical propositional assumption-based model is extended to incorporate probabilities for the assumptions. Then it is placed into the framework of evidence theory. Several au…
Embedding Default Logic in Propositional Argumentation Systems
Dritan Berzati, Bernhard Anrig, Juerg Kohlas
In this paper we present a transformation of finite propositional default theories into so-called propositional argumentation systems. This transformation allows to characterize al…