1313 search results - page 17 / 263 » Dimensionality Reduction for Classification |
70
Voted
ICBA
2004
Springer
15 years 7 months ago
2004
Springer
156
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ICDE
2012
IEEE
13 years 4 months ago
2012
IEEE
—Dimensionality reduction is essential in text mining since the dimensionality of text documents could easily reach several tens of thousands. Most recent efforts on dimensionali...
127
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KDD
2005
ACM
16 years 2 months ago
2005
ACM
We propose a new algorithm for dimensionality reduction and unsupervised text classification. We use mixture models as underlying process of generating corpus and utilize a novel,...
156
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BMCBI
2005
15 years 1 months ago
2005
Background: The use of mass spectrometry as a proteomics tool is poised to revolutionize early disease diagnosis and biomarker identification. Unfortunately, before standard super...
CIBCB
2005
IEEE
15 years 7 months ago
2005
IEEE
Efficient and reliable methods that can find a small sample of informative genes amongst thousands are of great importance. In this area, much research is investigating the combina...