114 search results - page 6 / 23 » Nonlinear adaptive distance metric learning for clustering |
102
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BMCBI
2006
15 years 14 days ago
2006
Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
146
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KDD
2008
ACM
16 years 25 days ago
2008
ACM
The success of popular algorithms such as k-means clustering or nearest neighbor searches depend on the assumption that the underlying distance functions reflect domain-specific n...
128
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NPL
2006
15 years 10 days ago
2006
In multi-instance learning, the training examples are bags composed of instances without labels, and the task is to predict the labels of unseen bags through analyzing the training...
127
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ICAC
2007
IEEE
15 years 6 months ago
2007
IEEE
This paper introduces a transparent self-configuring architecture for automatic scaling with temperature awareness in the database tier of a dynamic content web server. We use a ...
97
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We address the problem of learning distance metrics using side-information in the form of groups of "similar" points. We propose to use the RCA algorithm, which is a sim...