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ECML
2004
Springer
13 years 10 months ago
Feature Selection Filters Based on the Permutation Test
Predrag Radivojac, Zoran Obradovic, A. Keith Dunke...
CIARP
2006
Springer
13 years 8 months ago
Feature Selection Based on Mutual Correlation
Feature selection is a critical procedure in many pattern recognition applications. There are two distinct mechanisms for feature selection namely the wrapper methods and the filte...
Michal Haindl, Petr Somol, Dimitrios Ververidis, C...
ESANN
2006
13 years 6 months ago
The permutation test for feature selection by mutual information
Damien François, Vincent Wertz, Michel Verl...
ICIP
2000
IEEE
14 years 6 months ago
Nonlinear Image Interpolation Through Extended Permutation Filters
This paper examines the application of extended permutation rank selection (EPRS) filters in image interpolation. EPRS filters are constrained to output an order statistic based o...
Deva Ramanan, Kenneth E. Barner
BIBM
2009
IEEE
192views Bioinformatics» more  BIBM 2009»
13 years 11 months ago
A Multi-task Feature Selection Filter for Microarray Classification
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...
Liang Lan, Slobodan Vucetic