Characteristics of predictor sets found using differential prioritization

被引:0
作者
Chia Huey Ooi
Madhu Chetty
Shyh Wei Teng
机构
[1] Gippsland School of Information Technology,
[2] Monash University,undefined
来源
Algorithms for Molecular Biology | / 2卷
关键词
Feature Selection; Marker Gene; Microarray Dataset; Manhattan Distance; Feature Selection Technique;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 123 条
[1]  
Ding C(2005)Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy IEEE Transactions on Pattern Analysis and Machine Intelligence 27(8) 1226-1238
[2]  
Long F(2003)An introduction to variable and feature selection J Machine Learning Research 3 1157-1182
[3]  
Peng H(2004)A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression Bioinformatics 20 2429-2437
[4]  
Guyon I(2001)Multi-class cancer diagnosis using tumor gene expression signatures Proc Natl Acad Sci USA 98 15149-15154
[5]  
Elisseeff A(2006)Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data BMC Bioinformatics 7 320-87
[6]  
Li T(2002)Comparison of discrimination methods for the classification of tumors using gene expression data J Am Stat Assoc 97 77-235
[7]  
Zhang C(2004)Cancer characterization and feature set extraction by discriminative margin clustering BMC Bioinformatics 5 21-143
[8]  
Ogihara M(2000)Systematic variation in gene expression patterns in human cancer cell lines Nat Genet 24 227-679
[9]  
Ramaswamy S(2002)Classification, subtype discovery, and prediction of outcome in pediatric lymphoblastic leukemia by gene expression profiling Cancer Cell 1(2) 133-13795
[10]  
Tamayo P(2001)Classification and diagnostic prediction of cancers using expression profiling and artificial neural networks Nat Med 7 673-47