Effective gene expression data generation framework based on multi-model approach

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Sirin U., Erdogdu U., POLAT F., TAN M., Alhajj R.

ARTIFICIAL INTELLIGENCE IN MEDICINE, vol.70, pp.41-61, 2016 (SCI-Expanded, Scopus)

• Publication Type: Article / Article
• Volume: 70
• Publication Date: 2016
• Doi Number: 10.1016/j.artmed.2016.05.003
• Journal Name: ARTIFICIAL INTELLIGENCE IN MEDICINE
• Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
• Page Numbers: pp.41-61
• Middle East Technical University Affiliated: Yes

Abstract

Objective: Overcome the lack of enough samples in gene expression data sets having thousands of genes but a small number of samples challenging the computational methods using them.