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» The Complexity of Belief Update
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FSS
2010
111views more  FSS 2010»
14 years 10 months ago
The geometry of consonant belief functions: Simplicial complexes of necessity measures
In this paper we extend the geometric approach to the theory of evidence in order to include the class of necessity measures, represented on a finite domain of “frame” by con...
Fabio Cuzzolin
CORR
2008
Springer
64views Education» more  CORR 2008»
14 years 11 months ago
Implementing general belief function framework with a practical codification for low complexity
In this chapter, we propose a new practical codification of the elements of the Venn diagram in order to easily manipulate the focal elements. In order to reduce the complexity, t...
Arnaud Martin
UAI
1998
15 years 1 months ago
Tractable Inference for Complex Stochastic Processes
The monitoring and control of any dynamic system depends crucially on the ability to reason about its current status and its future trajectory. In the case of a stochastic system,...
Xavier Boyen, Daphne Koller
IAT
2008
IEEE
15 years 6 months ago
An Agent Memory Model Enabling Rational and Biased Reasoning
This paper presents an architecture for a memory model that facilitates versatile reasoning mechanisms over the beliefs stored in an agent’s belief base. Based on an approach fo...
Annerieke Heuvelink, Michel C. A. Klein, Jan Treur
DALT
2005
Springer
15 years 5 months ago
Agent-Oriented Programming with Underlying Ontological Reasoning
Developing applications that make effective use of machine-readable knowledge sources as promised by the Semantic Web vision is attracting much of current research interest; this v...
Álvaro F. Moreira, Renata Vieira, Rafael H....