305 search results - page 33 / 61 » Gene function prediction using labeled and unlabeled data |
ECCV
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. In this paper we investigate the problem of exploiting multiple sources of information for object recognition tasks when additional modalities that are not present in the...
102
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MLDM
2007
Springer
15 years 6 months ago
2007
Springer
Transduction is an inference mechanism “from particular to particular”. Its application to classification tasks implies the use of both labeled (training) data and unlabeled (...
102
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BMCBI
2008
14 years 12 months ago
2008
Background: Identifying genes and pathways associated with diseases such as cancer has been a subject of considerable research in recent years in the area of bioinformatics and co...
134
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TIP
2010
14 years 6 months ago
2010
We propose a unified manifold learning framework for semi-supervised and unsupervised dimension reduction by employing a simple but effective linear regression function to map the ...
105
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BMCBI
2008
14 years 12 months ago
2008
Background: Functional annotation of proteins remains a challenging task. Currently the scientific literature serves as the main source for yet uncurated functional annotations, b...