CSB
2004
IEEE
14 years 3 months ago
2004
IEEE
It is still an open problem to identify functional relations with o(N
CSB
2004
IEEE
14 years 3 months ago
2004
IEEE
The advent of DNA microarray technologies has revolutionized the experimental study of gene expression. Clustering is the most popular approach of analyzing gene expression data a...
AUSDM
2006
Springer
14 years 3 months ago
2006
Springer
We describe the use of a kernel
CINQ
2004
Springer
14 years 3 months ago
2004
Springer
Abstract. One of the exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, it is e...
BIBE
2004
IEEE
14 years 3 months ago
2004
IEEE
As the capture and analysis of single-time-point microarray expression data becomes routine, investigators are turning to time-series expression data to investigate complex gene r...
BIBE
2007
IEEE
14 years 3 months ago
2007
IEEE
The recent development of microarray gene expression techniques have made it possible to offer phenotype classification of many diseases. However, in gene expression data analysis...
HICSS
2002
IEEE
14 years 4 months ago
2002
IEEE
Currently, the cDNA and genomic sequence projects are processing at such a rapid rate that more and more gene data become available. New methods are needed to efficiently and eff...
CSB
2002
IEEE
14 years 4 months ago
2002
IEEE
We propose a new statistical method for constructing a genetic network from microarray gene expression data by using a Bayesian network. An essential point of Bayesian network con...
CSB
2003
IEEE
14 years 4 months ago
2003
IEEE
DNA microarray technology provides a broad snapshot of the state of the cell by measuring the expression levels of thousands of genes simultaneously. Visualization techniques can ...
CSB
2003
IEEE
14 years 4 months ago
2003
IEEE
We propose a statistical method for estimating a gene network based on Bayesian networks from microarray gene expression data together with biological knowledge including protein-...