13784 search results - page 181 / 2757 » On Computing Functions with Uncertainty |
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
We show how to apply the efficient Bayesian changepoint detection techniques of Fearnhead in the multivariate setting. We model the joint density of vector-valued observations usi...
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
We develop a mixture-based approach to robust density modeling and outlier detection for experimental multivariate data that includes measurement error information. Our model is d...
ICRA
2007
IEEE
14 years 3 months ago
2007
IEEE
— This paper presents a probabilistic framework where uncertainties can be considered in the mosaic building process. It is shown how can be used as an environment representation...
ISIPTA
2005
IEEE
14 years 2 months ago
2005
IEEE
Uncertainty is a key issue in decision analysis and other kinds of applications. Researchers have developed a number of approaches to address computations on uncertain quantities....
ITRUST
2005
Springer
14 years 2 months ago
2005
Springer
Trust is an important tool in human life, as it enables people to cope with the uncertainty caused by the free will of others. Uncertainty and uncontrollability are also issues in ...