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Herrero, Javier
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Improved class prediction in DNA microarray gene expression data by unsupervised reduction of the dimensionality followed by supervised learning with a perceptron
Conde L., Mateos Á., Herrero J., Dopazo J. Journal of VLSI Signal Processing Systems 35(3): 245-253, 2003. Type: Article
Genes carry the blueprints for the manufacture of proteins. The term “gene expression” is used to describe the process of conveying the information in the blueprint via messenger ribonucleic acid (mRNA) for the fina...
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Dec 28 2004
Using a genetic algorithm and a perceptron for feature selection and supervised class learning in DNA microarray data
Karzynski M., Mateos Á., Herrero J., Dopazo J. Artificial Intelligence Review 20(1-2): 39-51, 2003. Type: Article
Deoxyribonucleic acid (DNA) microarray data typically consists of a two-dimensional array, in which each entry indicates the expression level of a given gene in a given experiment. Clustering methods are used to find sets of genes, or ...
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Nov 16 2004
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