139 search results - page 9 / 28 » Approximations of upper and lower probabilities by measurabl... |
UAI
2003
14 years 10 months ago
2003
In this paper, we introduce a method for approximating the solution to inference and optimization tasks in uncertain and deterministic reasoning. Such tasks are in general intract...
SUTC
2010
IEEE
15 years 1 months ago
2010
IEEE
—In distributed sensor networks, computational and energy resources are in general limited. Therefore, an intelligent selection of sensors for measurements is of great importance...
NIPS
1998
14 years 10 months ago
1998
We study probabilistic inference in large, layered Bayesian networks represented as directed acyclic graphs. We show that the intractability of exact inference in such networks do...
INFOCOM
2010
IEEE
14 years 8 months ago
2010
IEEE
—We consider network reliability in layered networks where the lower layer experiences random link failures. In layered networks, each failure at the lower layer may lead to mult...
EDBT
2009
ACM
15 years 21 days ago
2009
ACM
In emerging applications such as location-based services, sensor monitoring and biological management systems, the values of the database items are naturally imprecise. For these ...