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A Gene Selection Software Package for Cancer Classification
Found in: Software Engineering, World Congress on
By Sihua Peng, Xiaoping Liu, Jiyang Yu, Xiaoning Peng, Liangbiao Chen
Issue Date:May 2009
pp. 104-108
Selecting a small number of relevant genes for accurate classification of samples is essential for the development of diagnostic tests, which have been the subject of considerable research in the past few years. However, many researches have still been try...
 
A New Implementation of Recursive Feature Elimination Algorithm for Gene Selection from Microarray Data
Found in: Computer Science and Information Engineering, World Congress on
By Sihua Peng, Xiaoping Liu, Jiyang Yu, Zhizhen Wan, Xiaoning Peng
Issue Date:April 2009
pp. 665-669
We proposed a new approach for gene selection and multi-cancer classification based on step-by-step improvement of classification performance (SSiCP).The SSiCP gene selection algorithms were evaluated over the NCI60 and GCM benchmark datasets, with an accu...
 
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