Computer Science ›› 2015, Vol. 42 ›› Issue (7): 250-253.doi: 10.11896/j.issn.1002-137X.2015.07.053
Previous Articles Next Articles
XIE Qian-qian, LI Ding-fang and ZHANG Wen
[1] Xing E P,Jordan M I,Karp R M.Feature selection for high-dimensional genomic microarray data[C]∥Proceedings of the 15th International Conference on Machine Learning.2001:601-608 [2] Andrew Y N.On feature selection:learning with exponentially many irrelevant features as training examples[C]∥Proceedings of the 15th International Conference on Machine Learning.1998:404-412 [3] Bhattacharjee A,Richards W G,Staunton J,et al.Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses [J].Proceedings of the National Academy of Sciences of the United States of America,2001,98(24):13790-13795 [4] Golub T R,Slonim D K,Tamayo P,et al.Molecular classifica-tion of cancer,class discovery and class prediction by gene expression monitoring[J].Science,1999,286(5439):531-537 [5] Faivishevsky L,Goldberger J.Unsupervised feature selectionbased on non-parametric mutual information [C]∥2012 IEEE International Workshop on Machine Learning for Signal Proceeding (MLSP).IEEE,2012:1-6 [6] 冶晓隆,兰巨龙,郭通.基于PCA和禁忌搜索的网络流量特征选择算法[J].计算机科学,2014,41(1):187-191 Ye Xiao-long,Lan Ju-long,Guo Tong.Algorithm of Network Traffic Feature Selection Based on PCA and Tabu Search[J].Computer Science,2014,41(1):187-191 [7] Zhu Qiu-sha,Lin Lin,Shyu Mei-ling,el al.Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection[C]∥IEEE Fourth International Conference on Semantic Computing.2010:462-469 [8] Ogura H,Amano H,Kondo M.Comparison of metrics for feature selection in imbalanced text classification [J].Expert Systems with Applications,2011,38(5):4978-4989 [9] Saeys Y,Inza I,Larranaga P.A review of feature selection techni-ques in bioinformatics[J].Bioinformatics,2007,23(19):2507-2517 [10] Amiri F,Yousefi M R,Lucas C,et al.Mutual information-based feature selection for intrusion detection systems [J].Journal of Network and Computer Applications,2011,34(4):1184-1199 [11] 于化龙,顾国昌,赵靖,等.基于DNA微阵列数据的癌症分类问题研究进展[J].计算机科学,2010,37(10):16-32 Yu Hua-long,Gu Guo-chang,Zhao Jing,et al.State of the Art on Cancer Classification Problems Based on DNA Microarray Data[J].Computer Science,2010,37(10):16-32 [12] Liu Jing-jing,Cai Wen-sheng,Shao Xue-guang.Cancer classification based on microarray gene expression data using a principal component accumulation method [J].Science China Chemistry,2011,54(5):802-803 [13] Breiman L.Random forests[J].Machine Learning,2001,45(1):5-32 [14] Breiman L,Friedman J H,Olshen R A,et al.Classification and Regression Trees [M].Chapman and Hall/CRC,1984 [15] Breiman L.Bagging predictors [J].Machine Learning,1996,24(2):123-140 [16] 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 arrays[J].Proceedings of the National Academy of Sciences of the United States of America,1999,96(12):6745-6750 [17] Ding C,Peng H.Minimum redundancy feature selection frommicroarray gene expression data [J].J Bioinform Comput Biol,2005,3(2):185-205 [18] Moon H,Ahn H,Kodell R L,et al.Ensemble methods for classification of patients for personalized medicine with high-dimensional data [J].Artif Intell Med,2007,41(3):197-207 [19] Yu L.Feature selection for genomic data analysis[M]∥Computational methods of feature selection.Chapman & Hall,2008:337-353 [20] Au W-H,Chan K C C,Wong A K C,et al.Attribute clustering for grouping,selection,and classification of gene expression data[J].IEEE/ACM Trans Computational Biology and Bioinforma-tics,2005,2(2):83-101 [21] Yang Kun,Cai Zhi-peng,Li Jian-zhong,et al.A stable gene selection in microarray data analysis[J].BMC Bioinformatics,2006,7:228 |
No related articles found! |
|