Pathway-based analysis with support vector machine (SVM-LASSO) for gene selection and classification

• Main Authors: Nurul Athirah, Nasrudin, Chan, Weng Howe, Mohd Saberi, Mohamad, Safaai, Deris, Suhaimi, Napis, Shahreen, Kasim
• 格式: Article
• 语言: English
• 出版: Indonesian Society for Knowledge and Human Development 2017
• 主题: Q Science (General); TA Engineering (General). Civil engineering (General)
• 在线阅读: http://umpir.ump.edu.my/id/eprint/29818/1/Pathway-based%20analysis%20with%20support%20vector%20machine.pdf; http://umpir.ump.edu.my/id/eprint/29818/; https://doi.org/10.18517/ijaseit.7.4-2.3397; https://doi.org/10.18517/ijaseit.7.4-2.3397

Genomic knowledge has become a popular research field in bioinformatics biological process that providing further biological process information. Many methods have been done to address the issues of high data throughput due to increased use of microarray technology. However, it is still not able to...