[1] |
Kim Y S,Street W N,Menczer F.Data mining:Opportunities and challenges[M].Hershey:Idea Group Publishing,2003.
|
[2] |
Saeys Y, Inza I, Larrafiaga P. A review of feature selection techniques in bioinformatics[J].Bioinformatics,2007,23 (19):25072517.
|
[3] |
Yu Zhiwen, Li Le, You Jane,et al.SC3:Triple spectral clustering based consensus clustering framework for class discovery from cancer gene expression profiles[J].IEEE/ACM Transactions on Computational Biology and Bioinformatics,2012,9(6):17511765.
|
[4] |
Benso A,Carlo S D,Politano G.A cDNA microarray gene expression data classifier for clinical diagnostics based on graph theory[J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics,2011,8(3):577591.
|
[5] |
Chen Z,Li J,Wei L.A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue[J].Artificial Intelligence in Medicine,2007,41(2):161175.
|
[6] |
Zhai Y T,Tan M K,Tsang I W,et al.Discovering support and affiliated features from very high dimensions [C]∥Proc of the 29th International Conference on Machine Learning,2012:1.
|
[7] |
EinDor L,Kela I,Getz G,et al.Outcome signature genes in breast cancer:Is there a unique set? [J].Bioinformatics,2005,21(2):171178.
|
[8] |
Yu L, Ding C, Loscalzo S. Stable feature selection via dense feature groups [C]∥Proc of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,2008:803811.
|
[9] |
Saeys Y,Abeel T,Van de P Y.Robust feature selection using ensemble feature selection techniques [M]∥Machine Learning and Knowledge Discovery in Databases. Berlin:Springer Berlin Heidelberg,2008:313325.
|
[10] |
Lee Z J.An integrated algorithm for gene selection and classification applied to microarray data of ovarian cancer [J].Artificial Intelligence in Medicine,2008,42(1):8193.
|
[11] |
Cao Yan,Wang Qian,Zhou Chi.Research on feature selection and its ensemble method[J].Computer Engineering & Science,2013,35 (8):168173.(in Chiense)
|
[12] |
Lin C,Chen W,Qiu C,et al.LibD3C:Ensemble classifiers with a clustering and dynamic selection strategy[J].Neurocomputing,2014,123:424435.
|
[13] |
Handl J, Knowles J. Feature subset selection in unsupervised learning via multiobjective optimization [J].International Journal of Computational Intelligence Research,2006,2(3):217238.
|
[14] |
Liu H W, Liu L,Zhang H J. Ensemble gene selection by grouping for microarray data classification [J].Journal of Biomedical Informatics,2010,43(1):8187.
|
[15] |
Mao Yong,Zhou Xiaobo,Xia Zheng,et al.A survey for study of feature selection algorithms[J].Pattern Recognition and Artificial Intelligence,2007,20 (2):211218.(in Chinese)
|
[16] |
Liu H W,Liu L,Zhang H J.Feature selection using mutual information:An experimental study [C]∥Proc of the 14th Pacific Rim International Conference on Artificial Intelligence,2012:235246.
|
|
附中文参考文献:
|
[11] |
曹彦,王倩,周驰.基于特征选择技术的集成方法研究 [J].计算机工程与科学,2013,35(8):168173.
|
[15] |
毛勇,周晓波,夏铮,等.特征选择算法研究综述 [J].模式识别与人工智能,2007,20(2):211218.
|