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AMAI
2004
Springer
15 years 5 months ago
2004
Springer
Learning the parameters (conditional and marginal probabilities) from a data set is a common method of building a belief network. Consider the situation where we have known graph s...
CDC
2009
IEEE
15 years 4 months ago
2009
IEEE
— Trust management, broadly intended as the ability to maintain belief relationship among entities, is recognized as a fundamental security challenge for autonomous and selforgan...
UAI
2001
15 years 1 months ago
2001
We consider the task of aggregating beliefs of several experts. We assume that these beliefs are represented as probability distributions. We argue that the evaluation of any aggr...
HPDC
1997
IEEE
15 years 4 months ago
1997
IEEE
ECSQARU
2003
Springer
15 years 5 months ago
2003
Springer
Abstract. Binary join trees have been a popular structure to compute the impact of multiple belief functions initially assigned to nodes of trees or networks. Shenoy has proposed t...