41 search results - page 1 / 9 » Safe Feature Elimination in Sparse Supervised Learning |
6
Voted
CORR
2010
Springer
13 years 3 months ago
2010
Springer
AAAI
2011
12 years 5 months ago
2011
Automated feature discovery is a fundamental problem in machine learning. Although classical feature discovery methods do not guarantee optimal solutions in general, it has been r...
CBMS
2006
IEEE
13 years 11 months ago
2006
IEEE
Inductive learning systems have been successfully applied in a number of medical domains. It is generally accepted that the highest accuracy results that an inductive learning sys...
IJCV
2008
13 years 5 months ago
2008
This paper shows (i) improvements over state-of-the-art local feature recognition systems, (ii) how to formulate principled models for automatic local feature selection in object c...
BMCBI
2007
13 years 5 months ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...