会议论文

Yu, Tianhua

英文

3RD AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS (CIB 2015)

2015

92-96

3rd AASRI Conference on Computational Intelligence and Bioinformatics (CIB)

NOV 25-26, 2015

Seoul, SOUTH KOREA

[Yu, Tianhua] Jilin Univ, Sch Publ Hlth, Changchun, Jilin, Peoples R China.^[Yu, Tianhua] Jilin Univ, China Japanese Friendship Hosp, Dept Blood Transfus, Changchun, Jilin, Peoples R China.^[Xu, Chang] Cent China Normal Univ, Sch Life Sci, Wuhan, Hubei, Peoples R China.^[Zhang, Xinyu] Columbia Univ, Grad Sch Art & Sci Stat, New York, NY 10027 USA.

AASRI

439 DUKE STREET, LANCASTER, PA 17602-4967 USA

DESTECH PUBLICATIONS, INC

978-1-60595-308-3

本校为其他机构

This paper addresses gene sequence data mining model by incorporating information theory and data dimension reduction algorithm. Unlike the previous work focusing more on the issues from the gene's perspective it-self, we combine the information science and data analysis model to achieve better performance. We firstly discuss the state-of-the-art reviews on the data dimension reduction algorithms to serve as the foundation. Later, we address the information theory into the traditional analysis model to synthetize to data analysis process. Then, we revise the basic data mining model with the as...