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Cancer Classification in Microarray Data using a Hybrid Selective Independent Component Analysis and υ-Support Vector Machine Algorithm

Microarray data have an important role in identification and classification of the cancer tissues. Having a few samples of microarrays in cancer researches is always one of the most concerns which lead to some problems in designing the classifiers. For this matter, preprocessing gene selection techn...

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Detalles Bibliográficos
Autores principales: Saberkari, Hamidreza, Shamsi, Mousa, Joroughi, Mahsa, Golabi, Faegheh, Sedaaghi, Mohammad Hossein
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4236808/
https://www.ncbi.nlm.nih.gov/pubmed/25426433