220 search results - page 18 / 44 » Scalable Rule-Based Gene Expression Data Classification |
106
Voted
IJON
2006
14 years 11 months ago
2006
A correlation-based similarity measure is derived for generalized relevance learning vector quantization (GRLVQ). The resulting GRLVQ-C classifier makes Pearson correlation availa...
80
Voted
CSB
2005
IEEE
15 years 5 months ago
2005
IEEE
One of the major challenges in cancer diagnosis from microarray data is to develop robust classification models which are independent of the analysis techniques used and can combi...
96
Voted
IEEEMM
2007
14 years 11 months ago
2007
— Microarray technology offers a high throughput means to study expression networks and gene regulatory networks in cells. The intrinsic nature of high dimensionality and small s...
114
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FUIN
2002
14 years 11 months ago
2002
Biological research is currently undergoing a revolution. With the advent of microarray technology the behavior of thousands of genes can be measured simultaneously. This capabilit...
98
Voted
KDD
2003
ACM
16 years 2 days ago
2003
ACM
We introduce a novel data mining technique for the analysis of gene expression. Gene expression is the effective production of the protein that a gene encodes. We focus on the cha...