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Selecting maximally informative genes to enable temporal expression profiling analysis
Expression profiling regulatory architecture motif discovery
2009/12/24
Use of microarrays to analyze drug responses has mainly been restricted to comparing treated versus untreated samples at a few time points. In order to decipher the complex expression interactions and...
Exploring classifiability metrics for selecting informative genes
microarray experiments feature selection machine learning
2009/12/24
Microarray experiments are emerging as one of the main driving forces in modern
biology. By allowing the simultaneous monitoring of the expression of the entire
genome for a given organism, array...
Selecting maximally informative genes: The interplay between accuracy and complexity
Selecting maximally informative genes accuracy and complexity
2009/12/24
Microarray experiments are emerging as one of the main driving forces in modern biology.
Via simultaneous monitoring of the expression of the entire genome for a given organism, array experiments pr...
Detection of informative markers for searching a causative gene(s) of cleft lip with palate in A/WySn mice
A/WySn mice C3H/He mice Cleft lip with palate Mit marker
2008/4/16
Cleft lip with palate is a widespread disfiguring birth defect of complex and poorly understood etiology. The A/WySn mice are good models with which to study the genetic factors of cleft. Our previous...
Informative Gene Selection and Design of Regulatory Networks Using Integer Optimization
Informative Gene Selection and Design Regulatory Networks Integer Optimization
2009/12/24
Informative Gene Selection and Design of Regulatory Networks Using Integer Optimization.
Selecting maximally informative genes
Maximally informative genes Microarray experiments Genetic information Machine learning Optimization
2009/12/24
Selecting maximally informative genes.