62 search results - page 1 / 13 » Efficient Spectral Feature Selection with Minimum Redundancy |
AAAI
2010
13 years 6 months ago
2010
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
CSB
2003
IEEE
13 years 10 months ago
2003
IEEE
INCDM
2010
Springer
13 years 2 months ago
2010
Springer
In this paper we report on a study on feature selection within the minimum
KDD
2003
ACM
14 years 5 months ago
2003
ACM
High-dimensional data poses a severe challenge for data mining. Feature selection is a frequently used technique in preprocessing high-dimensional data for successful data mining....
KDD
2008
ACM
14 years 5 months ago
2008
ACM
Many feature selection algorithms have been proposed in the past focusing on improving classification accuracy. In this work, we point out the importance of stable feature selecti...