Sciweavers

1619 search results - page 2 / 324
» A Comparative Study of Information Criteria for Model Select...
Sort
View
PAMI
2010
185views more  PAMI 2010»
13 years 4 months ago
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality
—Stability (robustness) of feature selection methods is a topic of recent interest, yet often neglected importance, with direct impact on the reliability of machine learning syst...
Petr Somol, Jana Novovicová
GECCO
2006
Springer
202views Optimization» more  GECCO 2006»
13 years 9 months ago
Inference of genetic networks using S-system: information criteria for model selection
In this paper we present an evolutionary approach for inferring the structure and dynamics in gene circuits from observed expression kinetics. For representing the regulatory inte...
Nasimul Noman, Hitoshi Iba
BMCBI
2008
111views more  BMCBI 2008»
13 years 5 months ago
Comparative optimism in models involving both classical clinical and gene expression information
Background: In cancer research, most clinical variables have already been investigated and are now well established. The use of transcriptomic variables has raised two problems: r...
Caroline Truntzer, Delphine Maucort-Boulch, Pascal...