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» Feature Selection from Huge Feature Sets
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ILP
2003
Springer
15 years 11 months ago
A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting
Boosting has established itself as a successful technique for decreasing the generalization error of classification learners by basing predictions on ensembles of hypotheses. Whil...
Susanne Hoche, Stefan Wrobel
BMCBI
2007
74views more  BMCBI 2007»
15 years 6 months ago
A feature selection approach for identification of signature genes from SAGE data
Junior Barrera, Roberto Marcondes Cesar Junior, Ca...
IBPRIA
2009
Springer
15 years 10 months ago
Textural Features for Hyperspectral Pixel Classification
Hyperspectral remote sensing provides data in large amounts from a wide range of wavelengths in the spectrum and the possibility of distinguish subtle differences in the image. For...
Olga Rajadell, Pedro García-Sevilla, Filibe...
ICPR
2006
IEEE
16 years 7 months ago
Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms
We present a framework that enables the use of traditional feature selection algorithms in a new context - for building a set of subsets of specified properties. During the course...
Pavel Pudil, Petr Somol