119 search results - page 10 / 24 » A Multi-task Feature Selection Filter for Microarray Classif... |
119
Voted
GECCO
2003
Springer
15 years 7 months ago
2003
Springer
DNA microarray experiments generate thousands of gene expression measurement simultaneously. Analyzing the difference of gene expression in cell and tissue samples is useful in dia...
119
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AUSAI
2006
Springer
15 years 4 months ago
2006
Springer
The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it wa...
136
Voted
CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
142
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CIKM
2010
Springer
14 years 11 months ago
2010
Springer
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
102
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BMCBI
2010
15 years 2 months ago
2010
Background: Recent advances in antibody microarray technology have made it possible to measure the expression of hundreds of proteins simultaneously in a competitive dual-colour a...