2. GOLUB T R,SLONIM D K,TAMAYO P,et al.Molecular classification of cancer:class discovery and class prediction by gene expression monitoring[J].Science,1999,286:531-537.
[2]
3. GUYPN I,WESTON J,BARNHILL S,et al.Gene selection for cancer classification using support vector machines[J].Machine Learning,2002,46(1):389-422.
[3]
4. INZA I,LARRANAGA P,BLANCO R.Filter versus wrapper gene selection approaches in DNA microarray domains[J].Artificial Intelligence in Medicine,2004,31(2):91-104. 5. PENG S H,XU Q H,FENG X,et al.Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines[J].FEBS Letters,2003,555(2):358-362.
[4]
13. WANG Y H,MAKEDON F S,FORD J C.HykGene:a hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data[J].Bioinformatics,2005,21(8):1530-1537.
[5]
1. ALON U,BARKAI N,NOTTERMAN D A,et al.Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide array[J].Proceedings of the National Academy of Sciences,1999,96(12):6745-6750.
[6]
6. SHEN Q,SHI W M,KONG W,et al.A combination of modified particle swarm optimization algorithm and support vector machine for gene selection and tumor classification[J].Talanta,2007,71(4):1679-1683.
[7]
7. KENNEDY J,EBERHART R C.Particle swarm optimization[C]// Proceedings of IEEE International Conference on Neural Networks.Piscataway NJ:IEEE Press,1995,4:1942-1948.
[8]
8. KENNEDY J,EBERHART R C.A discrete binary version of the particle swarm algorithm[C]// IEEE Conference on Systems,Man,and Cybernetics.Piscataway NJ:IEEE Press,1997,5:4104-4109.
10. SINGH D,FEBBO P,ROSS K,et a1.Gene expression correlates of clinical prostate cancer behavior[J].Cancer Cell,2002,1(2):203-209.
[11]
11. GUNN S R.Support vector machines for classification and regression[EB/OL].[2008-07-.http://users.ecs.soton.ac.uk/srg/publi catio-ns/pdf/SVM.pdf.
[12]
12. PENG Y H.A novel ensemble machine learning for robust microarray data classification[J].Computers in Biology and Medicine,2006,36(6):553-573.
[13]
14. LIU B,CUI Q H,JIANG T Z,et al.A combinational feature selection and ensemble neural network method for classification of gene expression data[J].BMC Bioinformatics,2004,5:136.
[14]
15. 满春涛,孙明辉,张礼勇.粒子群优化算法在多峰函数寻优上的应用[J].哈尔滨理工大学学报,2007,12(2):11-13,18.MAN Chuntao,SUN Minghui,ZHANG Liyong.Application of particle swarms optimization algorithm on multi-modality function optimization[J].Journal of Harbin University of Science and Technology,2007,12(2):11-13,18.
