1313 search results - page 140 / 263 » Dimensionality Reduction for Classification |
109
Voted
AINA
2010
IEEE
15 years 8 months ago
2010
IEEE
—Packet classification problem has received much attention and continued to be an important topic in recent years. In packet classification problem, each incoming packet should b...
130
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BMCBI
2006
15 years 3 months 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...
126
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BMCBI
2010
15 years 3 months ago
2010
Background: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are common...
122
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IDA
2002
Springer
15 years 3 months ago
2002
Springer
Recently we presented a new approach [20] to the classification problem arising in data mining. It is based on the regularization network approach but in contrast to other methods...
143
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ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
Linear techniques are widely used to reduce the dimension of image representation spaces in applications such as image indexing and object recognition. Optimal Component Analysis ...