305 search results - page 51 / 61 » Gene function prediction using labeled and unlabeled data |
104
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ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
111
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BMCBI
2010
2010
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes
14 years 11 months ago
Background: With the growing number of public repositories for high-throughput genomic data, it is of great interest to combine the results produced by independent research groups...
BMCBI
2004
14 years 11 months ago
2004
Background: An increasing number of researchers have released novel RNA structure analysis and prediction algorithms for comparative approaches to structure prediction. Yet, indep...
140
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KDD
2012
ACM
13 years 2 months ago
2012
ACM
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
113
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CVPR
2008
IEEE
14 years 12 months ago
2008
IEEE
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...