1340 search results - page 105 / 268 » Structure learning of Bayesian networks using constraints |
ICCV
2007
IEEE
16 years 1 months ago
2007
IEEE
In this paper, we take the human age and pose estimation problems as examples to study automatic designing regressor from training samples with uncertain nonnegative labels. First...
RECOMB
2003
Springer
16 years 6 days ago
2003
Springer
Genetic linkage analysis is a challenging application which requires Bayesian networks consisting of thousands of vertices. Consequently, computing the likelihood of data, which i...
PAMI
2008
14 years 12 months ago
2008
We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
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KDD
2009
ACM
16 years 13 days ago
2009
ACM
Learning probabilistic graphical models from high-dimensional datasets is a computationally challenging task. In many interesting applications, the domain dimensionality is such a...
IPPS
2008
IEEE
15 years 6 months ago
2008
IEEE
Website capacity determination is crucial to measurement-based access control, because it determines when to turn away excessive client requests to guarantee consistent service qu...