A multi-objective strategy in genetic algorithms for gene selection of gene expression data

Artificial Life and Robotics - Tập 13 Số 2 - Trang 410-413 - 2009
Mohd Saberi Mohamad1, Sigeru Omatu1, Safaai Deris2, Muhammad Faiz Misman2, Michifumi Yoshioka1
1Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan
2Department of Software Engineering, Faculty of Computer Science and Information Systems, Universiti Teknologi Malaysia, Johore, Malaysia

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Tài liệu tham khảo

Mohamad MS, Deris S, Illias RM (2005) A hybrid of genetic algorithm and support vector machine for features selection and classification of gene expression microarray. J Comput Intel Appl 5:91–107

Mohamad MS, Omatu S, Deris S, Hashim SZM (2007) A model for gene selection and classification of gene expression data. Artif Life Robotics 11:219–222

Handl J, Kell DB, Knowles J (2007) Multi-objective optimisation in bioinformatics and computational biology. IEEE/ACM Trans Comput Biol Bioinf 4:279–292

Ambroise C, McLachlan GJ (2002) Selection bias in gene extraction on the basis of microarray gene-expression data. Proc Natl Acad Sci USA 99(10):6562–6566