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BMCBI
2002
94views more  BMCBI 2002»
13 years 9 months ago
Computational method for reducing variance with Affymetrix microarrays
Background: Affymetrix microarrays are used by many laboratories to generate gene expression
Stephen Welle, Andrew I. Brooks, Charles A. Thornt...
BMCBI
2006
109views more  BMCBI 2006»
13 years 9 months ago
GPNN: Power studies and applications of a neural network method for detecting gene-gene interactions in studies of human disease
Background: The identification and characterization of genes that influence the risk of common, complex multifactorial disease primarily through interactions with other genes and ...
Alison A. Motsinger, Stephen L. Lee, George Mellic...
BIOINFORMATICS
2007
161views more  BIOINFORMATICS 2007»
13 years 10 months ago
Functional evaluation of domain-domain interactions and human protein interaction networks
: Large amounts of protein and domain interaction data are being produced by experimental high-throughput techniques and computational approaches. To gain insight into the value of...
Andreas Schlicker, Carola Huthmacher, Fidel Ram&ia...
CSB
2005
IEEE
189views Bioinformatics» more  CSB 2005»
14 years 3 months ago
Learning Yeast Gene Functions from Heterogeneous Sources of Data Using Hybrid Weighted Bayesian Networks
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
Xutao Deng, Huimin Geng, Hesham H. Ali
GECCO
2004
Springer
164views Optimization» more  GECCO 2004»
14 years 3 months ago
Fuzzy Dominance Based Multi-objective GA-Simplex Hybrid Algorithms Applied to Gene Network Models
Hybrid algorithms that combine genetic algorithms with the Nelder-Mead simplex algorithm have been effective in solving certain optimization problems. In this article, we apply a s...
Praveen Koduru, Sanjoy Das, Stephen Welch, Judith ...