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» Selecting a Selection Procedure
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BMCBI
2010
145views more  BMCBI 2010»
15 years 6 months ago
JCoDA: a tool for detecting evolutionary selection
Background: The incorporation of annotated sequence information from multiple related species in commonly used databases (Ensembl, Flybase, Saccharomyces Genome Database, Wormbase...
Steven N. Steinway, Ruth Dannenfelser, Christopher...
BIOINFORMATICS
2006
92views more  BIOINFORMATICS 2006»
15 years 6 months ago
What should be expected from feature selection in small-sample settings
Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
Chao Sima, Edward R. Dougherty
BMCBI
2006
116views more  BMCBI 2006»
15 years 6 months ago
A model-based approach to selection of tag SNPs
Background: Single Nucleotide Polymorphisms (SNPs) are the most common type of polymorphisms found in the human genome. Effective genetic association studies require the identific...
Pierre Nicolas, Fengzhu Sun, Lei M. Li
CSDA
2007
105views more  CSDA 2007»
15 years 6 months ago
Model selection for support vector machines via uniform design
The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, S...
EAAI
2007
87views more  EAAI 2007»
15 years 6 months ago
Experience-based service provider selection in agent-mediated E-Commerce
For a given service demand, it is necessary to select a suitable service provider among many possibilities. An accurate selection is difficult when consumers do not have a signi...
Murat Sensoy, F. Canan Pembe, Hande Zirtiloglu, Pi...