32 search results - page 1 / 7 » Belief Merging-Based Case Combination |
ICCBR
2009
Springer
13 years 11 months ago
2009
Springer
Integrity constraint belief merging aims at producing from several knowledge bases, that may be mutually inconsistent, a synthetic knowledge base satisfying a given integrity const...
IJAR
2002
13 years 4 months ago
2002
In this paper, we study the notion of marginal independence between two sets of variables when uncertainty is expressed by belief functions as understood in the context of the tra...
NMR
2004
Springer
13 years 10 months ago
2004
Springer
We present a framework for investigating merging operators for belief sets. This framework is a generalisation of our earlier work concerning consistency-based belief revision and...
UAI
1994
13 years 6 months ago
1994
In this paper we propose a new approach to probabilistic inference on belief networks, global conditioning, which is a simple generalization of Pearl's (1986b) method of loop...
ECSQARU
2007
Springer
13 years 11 months ago
2007
Springer
In this paper we study a new probability associated with any given belief function b, i.e. the orthogonal projection π[b] of b onto the probability simplex P. We provide an interp...