Sciweavers

1382 search results - page 126 / 277
» An Experimental Study on Feature Subset Selection Methods
Sort
View
ICPR
2008
IEEE
15 years 11 months ago
Fast multiple instance learning via L1, 2 logistic regression
In this paper, we develop an efficient logistic regression model for multiple instance learning that combines L1 and L2 regularisation techniques. An L1 regularised logistic regr...
Zhouyu Fu, Antonio Robles-Kelly
JMLR
2006
103views more  JMLR 2006»
15 years 4 months ago
On Model Selection Consistency of Lasso
Sparsity or parsimony of statistical models is crucial for their proper interpretations, as in sciences and social sciences. Model selection is a commonly used method to find such...
Peng Zhao, Bin Yu
CEC
2010
IEEE
15 years 5 months ago
Classifier-assisted constrained evolutionary optimization for automated geometry selection of orthodontic retraction spring
In orthodontics, retraction springs made of metallic wires are often used to move a tooth with respect to another by the virtue of the spring back effect. Specially selected form o...
Dudy Lim, Yew-Soon Ong, Rachman Setiawan, Muhammad...
MM
2005
ACM
110views Multimedia» more  MM 2005»
15 years 10 months ago
Photo LOI: browsing multi-user photo collections
The number of digital photographs is growing beyond the abilities of individuals to easily manage and understand their own photo collections. Photo LOI (Level of Interest) is a te...
Rahul Nair, Nick Reid, Marc Davis
BMCBI
2006
198views more  BMCBI 2006»
15 years 4 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...