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» Building Genetic Networks for Gene Expression Patterns
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AISS
2010
120views more  AISS 2010»
13 years 3 months ago
An Integrated Analysis System for Agricultural Biotechnology Information and Web Service
The National Agricultural Biotechnology Information Center (NABIC) constructs an agricultural biology-based infrastructure and develops a biotechnological database. The NABIC has ...
ChangKug Kim, UngHan Yoon, GangSeob Lee, DoWon Yun...
BMCBI
2007
198views more  BMCBI 2007»
13 years 5 months ago
Correlation analysis reveals the emergence of coherence in the gene expression dynamics following system perturbation
Time course gene expression experiments are a popular means to infer co-expression. Many methods have been proposed to cluster genes or to build networks based on similarity measu...
Nicola Neretti, Daniel Remondini, Marc Tatar, John...
CIBCB
2007
IEEE
13 years 9 months ago
Associative Artificial Neural Network for Discovery of Highly Correlated Gene Groups Based on Gene Ontology and Gene Expression
Abstract-- The advance of high-throughput experimental technologies poses continuous challenges to computational data analysis in functional and comparative genomics studies. Gene ...
Ji He, Xinbin Dai, Xuechun Zhao
CSB
2002
IEEE
169views Bioinformatics» more  CSB 2002»
13 years 10 months ago
Bayesian Network and Nonparametric Heteroscedastic Regression for Nonlinear Modeling of Genetic Network
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...
Seiya Imoto, SunYong Kim, Takao Goto, Sachiyo Abur...
BMCBI
2008
202views more  BMCBI 2008»
13 years 5 months ago
Network motif-based identification of transcription factor-target gene relationships by integrating multi-source biological data
Background: Integrating data from multiple global assays and curated databases is essential to understand the spatiotemporal interactions within cells. Different experiments measu...
Yuji Zhang, Jianhua Xuan, Benildo de los Reyes, Ro...