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Gene-CWGAN: a data enhancement method for gene expression profile based on improved CWGAN-GP
Authors:Han  Fei  Zhu  Shaojun  Ling  Qinghua  Han  Henry  Li  Hailong  Guo  Xinli  Cao  Jiechuan
Affiliation:1.School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
;2.Jiangsu Key Laboratory of Security Technology for Industrial Cyberspace, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
;3.School of Computer Science, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China
;4.School of Engineering and Computer Science, Baylor University, Waco, TX, 76798, USA
;
Abstract:Neural Computing and Applications - Traditional machine learning methods are difficult to obtain good performance in the classification of gene expression data due to its characteristics of high...
Keywords:
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