113 search results - page 7 / 23 » Learning Microarray Gene Expression Data by Hybrid Discrimin... |
BMCBI
2004
2004
Improving the scaling normalization for high-density oligonucleotide GeneChip expression microarrays
14 years 9 months ago
Background: Normalization is an important step for microarray data analysis to minimize biological and technical variations. Choosing a suitable approach can be critical. The defa...
BMCBI
2008
14 years 9 months ago
2008
Background: Affymetrix high density oligonucleotide expression arrays are widely used across all fields of biological research for measuring genome-wide gene expression. An import...
112
Voted
BMCBI
2006
14 years 9 months ago
2006
Background: There are many methods for analyzing microarray data that group together genes having similar patterns of expression over all conditions tested. However, in many insta...
ICMLA
2008
14 years 11 months ago
2008
We describe our contribution to the ICMLA2008 "Automated Micro-Array Classification Challenge". The design of our classifier is motivated by the special scenario encounte...
ICPR
2006
IEEE
15 years 10 months ago
2006
IEEE
Microarray data provides quantitative information about the transcription profile of cells. To analyze microarray datasets, methodology of machine learning has increasingly attrac...