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

Sirin, Utku; Erdogdu, Utku; POLAT, FARUK; TAN, MEHMET; Alhajj, Reda

doi:10.1016/j.artmed.2016.05.003

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

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.