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» Modeling, inference and optimization of regulatory networks ...
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BMCBI
2007
130views more  BMCBI 2007»
13 years 5 months ago
A model-based optimization framework for the inference of regulatory interactions using time-course DNA microarray expression da
Background: Proteins are the primary regulatory agents of transcription even though mRNA expression data alone, from systems like DNA microarrays, are widely used. In addition, th...
Reuben Thomas, Carlos J. Paredes, Sanjay Mehrotra,...
GECCO
2004
Springer
138views Optimization» more  GECCO 2004»
13 years 11 months ago
Comparing Genetic Programming and Evolution Strategies on Inferring Gene Regulatory Networks
Abstract. In recent years several strategies for inferring gene regulatory networks from observed time series data of gene expression have been suggested based on Evolutionary Algo...
Felix Streichert, Hannes Planatscher, Christian Sp...
BIOINFORMATICS
2007
100views more  BIOINFORMATICS 2007»
13 years 5 months ago
Boolean dynamics of genetic regulatory networks inferred from microarray time series data
Shawn Martin, Zhaoduo Zhang, Anthony Martino, Jean...
EMO
2005
Springer
108views Optimization» more  EMO 2005»
13 years 11 months ago
Multi-objective Model Optimization for Inferring Gene Regulatory Networks
With the invention of microarray technology, researchers are able to measure the expression levels of ten thousands of genes in parallel at various time points of a biological proc...
Christian Spieth, Felix Streichert, Nora Speer, An...