AUSDM
2006
Springer
13 years 9 months ago
2006
Springer
We describe the use of a kernel
BIBE
2007
IEEE
13 years 9 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
13 years 10 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...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
The rapid advances of genome-scale sequencing have brought out the necessity of developing new data processing techniques for enormous genomic data. Microarrays, for example, can g...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
DNA microarray experiments generate thousands of gene expression measurement simultaneously. Analyzing the difference of gene expression in cell and tissue samples is useful in dia...
CSB
2003
IEEE
13 years 10 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 ...
CEC
2003
IEEE
13 years 10 months ago
2003
IEEE
AbstractRecent advances in gene-expression profiling technologies provide large amounts of gene expression data. This raises the possibility for a functional understanding of geno...
VLDB
2004
ACM
13 years 10 months ago
2004
ACM
Association rules can reveal biological relevant relationship between genes and environments / categories. However, most existing association rule mining algorithms are rendered i...
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
The mechanism of gene regulation has been studied intensely for decades. It is important to identify synergistic transcriptional motifs. Its search space is so large that an effici...
GFKL
2005
Springer
13 years 10 months ago
2005
Springer
Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...