658 search results - page 50 / 132 » Minimally-Supervised Classification using Multiple Observati... |
ICMCS
2009
IEEE
14 years 9 months ago
2009
IEEE
We consider the problem of classification of multiple observations of the same object, possibly under different transformations. We view this problem as a special case of semi-sup...
115
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BMCBI
2011
14 years 6 months ago
2011
Background: Receiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and bioinformatics applications. However, conclusions are often r...
AUSDM
2006
Springer
15 years 3 months ago
2006
Springer
When different subsamples of the same data set are used to induce classification trees, the structure of the built classifiers is very different. The stability of the structure of ...
114
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ECML
2004
Springer
15 years 5 months ago
2004
Springer
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
CVPR
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper presents a generative model based approach to man-made structure detection in 2D natural images. The proposed approach uses a causal multiscale random field suggested i...