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A Robust Hybrid Approach Based on Estimation of Distribution Algorithm and Support Vector Machine for Hunting Candidate Disease Genes

Microarray data are high dimension with high noise ratio and relatively small sample size, which makes it a challenge to use microarray data to identify candidate disease genes. Here, we have presented a hybrid method that combines estimation of distribution algorithm with support vector machine for...

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Detalles Bibliográficos
Autores principales: Li, Li, Chen, Hongmei, Liu, Chang, Wang, Fang, Zhang, Fangfang, Bai, Lihua, Chen, Yihan, Peng, Luying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3582165/
https://www.ncbi.nlm.nih.gov/pubmed/23476131
http://dx.doi.org/10.1155/2013/393570