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PAKDD
2004
ACM
105views Data Mining» more  PAKDD 2004»
13 years 10 months ago
Extracting and Explaining Biological Knowledge in Microarray Data
Paul J. Kennedy, Simeon J. Simoff, David B. Skilli...
IJCSA
2007
98views more  IJCSA 2007»
13 years 4 months ago
Extracted Knowledge Interpretation in mining biological data: a survey
This paper discusses different approaches for integrating biological knowledge in gene expression analysis. Indeed we are interested in the fifth step of microarray analysis pro...
Martine Collard, Ricardo Martínez
BMCBI
2007
151views more  BMCBI 2007»
13 years 4 months ago
A statistical method to incorporate biological knowledge for generating testable novel gene regulatory interactions from microar
Background: The incorporation of prior biological knowledge in the analysis of microarray data has become important in the reconstruction of transcription regulatory networks in a...
Peter Larsen, Eyad Almasri, Guanrao Chen, Yang Dai
BMCBI
2006
155views more  BMCBI 2006»
13 years 4 months ago
AffyMiner: mining differentially expressed genes and biological knowledge in GeneChip microarray data
Background: DNA microarrays are a powerful tool for monitoring the expression of tens of thousands of genes simultaneously. With the advance of microarray technology, the challeng...
Guoqing Lu, The V. Nguyen, Yuannan Xia, Michael Fr...
CSB
2003
IEEE
153views Bioinformatics» more  CSB 2003»
13 years 10 months ago
Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks
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-...
Seiya Imoto, Tomoyuki Higuchi, Takao Goto, Kousuke...