dimension reduction methods

40

BMCBI
2007

134views more BMCBI 2007»

A framework for significance analysis of gene expression data using dimension reduction methods

13 years 11 months ago

Background: The most popular methods for significance analysis on microarray data are well suited to find genes differentially expressed across predefined categories. However, ide...

Lars Halvor Gidskehaug, Endre Anderssen, Arnar Fla...

claim paper

Read More »

26

click to vote

ICDM
2006
IEEE

131views Data Mining» more ICDM 2006»

Dimension Reduction for Supervised Ordering

14 years 5 months ago

Download www.kamishima.net

Ordered lists of objects are widely used as representational forms. Such ordered objects include Web search results and best-seller lists. Techniques for processing such ordinal d...

Toshihiro Kamishima, Shotaro Akaho

claim paper

Read More »

40

click to vote

SDM
2009
SIAM

180views Data Mining» more SDM 2009»

Hierarchical Linear Discriminant Analysis for Beamforming.

14 years 8 months ago

Download www.siam.org

This paper demonstrates the applicability of the recently proposed supervised dimension reduction, hierarchical linear discriminant analysis (h-LDA) to a well-known spatial locali...

Barry L. Drake, Haesun Park, Jaegul Choo

claim paper

Read More »

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers