926 search results - page 1 / 186 » Outliers and Bayesian Inference |
NC
1998
13 years 5 months ago
1998
In this paper we report about an investigation in which we studied the properties of Bayes' inferred neural network classifiers in the context of outlier detection. The proble...
ICDE
2011
IEEE
12 years 8 months ago
2011
IEEE
—This paper studies the problem of outlier detection on uncertain data. We start with a comprehensive model considering both uncertain objects and their instances. An uncertain o...
AUSAI
2006
Springer
2006
Springer
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration
13 years 8 months ago
Effectiveness of maintenance programs of existing concrete bridges is highly dependent on the accuracy of the deterioration parameters utilised in the asset management models of th...
ICCV
2007
IEEE
13 years 10 months ago
2007
IEEE
This paper presents a novel motion segmentation algorithm on the basis of mixture of Dirichlet process (MDP) models, a kind of nonparametric Bayesian framework. In contrast to pre...
PR
2011
12 years 11 months ago
2011
The Student’s-t hidden Markov model (SHMM) has been recently proposed as a robust to outliers form of conventional continuous density hidden Markov models, trained by means of t...