15 search results - page 1 / 3 » Classification of microarrays to nearest centroids |
162
Voted
CATA
2009
15 years 1 months ago
2009
The nearest shrunken centroid classifier uses shrunken centroids as prototypes for each class and test samples are classified to belong to the class whose shrunken centroid is nea...
59
Voted
BIOINFORMATICS
2005
15 years 16 days ago
2005
142
Voted
BMCBI
2005
15 years 16 days ago
2005
Background: The use of mass spectrometry as a proteomics tool is poised to revolutionize early disease diagnosis and biomarker identification. Unfortunately, before standard super...
107
Voted
BMCBI
2006
15 years 21 days ago
2006
Background: The goal of most microarray studies is either the identification of genes that are most differentially expressed or the creation of a good classification rule. The dis...
87
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...