Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis

Yuchun Tang; Yan-Qing Zhang; Zhen Huang

doi:10.1109/tcbb.2007.1028

Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2007.1028 ◽

2007 ◽

Vol 4 (3) ◽

pp. 365-381 ◽

Cited By ~ 19

Author(s):

Yuchun Tang ◽

Yan-Qing Zhang ◽

Zhen Huang

Keyword(s):

Data Analysis ◽

Gene Selection ◽

Selection Strategy ◽

Expression Data ◽

Two Stage ◽

Microarray Expression Data ◽

Microarray Expression

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Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2007.70224 ◽

2007 ◽

Vol 4 (3) ◽

pp. 365-381 ◽

Cited By ~ 91

Author(s):

Yuchun Tang ◽

Yan-Qing Zhang ◽

Zhen Huang

Keyword(s):

Data Analysis ◽

Gene Selection ◽

Selection Strategy ◽

Expression Data ◽

Two Stage ◽

Microarray Expression Data ◽

Microarray Expression

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An empirical study of supervised learning for biological sequence profiling and microarray expression data analysis

2008 IEEE International Conference on Information Reuse and Integration ◽

10.1109/iri.2008.4583007 ◽

2008 ◽

Author(s):

Abu H. M. Kamal ◽

Xingquan Zhu ◽

Abhijit S. Pandya ◽

Sam Hsu ◽

Yong Shi

Keyword(s):

Data Analysis ◽

Empirical Study ◽

Supervised Learning ◽

Expression Data ◽

Biological Sequence ◽

Microarray Expression Data ◽

Microarray Expression

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Gene Selection for Microarray Expression Data with Imbalanced Sample Distributions

2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing ◽

10.1109/ijcbs.2009.117 ◽

2009 ◽

Cited By ~ 5

Author(s):

Abu H. M. Kamal ◽

Xingquan Zhu ◽

Ramaswamy Narayanan

Keyword(s):

Gene Selection ◽

Expression Data ◽

Microarray Expression Data ◽

Selection For ◽

Microarray Expression

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A novel multi-stage feature selection method for microarray expression data analysis

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2013.050977 ◽

2013 ◽

Vol 7 (1) ◽

pp. 58 ◽

Cited By ~ 7

Author(s):

Wei Du ◽

Ying Sun ◽

Yan Wang ◽

Zhongbo Cao ◽

Chen Zhang ◽

...

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Feature Selection Method ◽

Selection Method ◽

Expression Data ◽

Microarray Expression Data ◽

Multi Stage ◽

Microarray Expression

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A BASIC INTRODUCTION TO GENE EXPRESSION STUDIES USING MICROARRAY EXPRESSION DATA ANALYSIS

Quantum Bio-Informatics II ◽

10.1142/9789814273756_0026 ◽

2009 ◽

Cited By ~ 3

Author(s):

DIERK WANKE ◽

JOACHIM KILIAN

Keyword(s):

Gene Expression ◽

Data Analysis ◽

Expression Data ◽

Microarray Expression Data ◽

Expression Studies ◽

Gene Expression Studies ◽

Microarray Expression

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Gene Selection Strategies in Microarray Expression Data: Applications to Case-Control Studies

Topics in Biomedical Engineering International Book Series - Complex Systems Science in Biomedicine ◽

10.1007/978-0-387-33532-2_30 ◽

2007 ◽

pp. 679-699 ◽

Cited By ~ 1

Author(s):

Gustavo A. Stolovitzky

Keyword(s):

Gene Selection ◽

Case Control ◽

Expression Data ◽

Case Control Studies ◽

Microarray Expression Data ◽

Selection Strategies ◽

Microarray Expression

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A Genetic Approach for Gene Selection on Microarray Expression Data

Genetic and Evolutionary Computation – GECCO 2004 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-24854-5_36 ◽

2004 ◽

pp. 346-355 ◽

Cited By ~ 5

Author(s):

Yong-Hyuk Kim ◽

Su-Yeon Lee ◽

Byung-Ro Moon

Keyword(s):

Gene Selection ◽

Expression Data ◽

Genetic Approach ◽

Microarray Expression Data ◽

Microarray Expression

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A novel random forests-based feature selection method for microarray expression data analysis

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2015.070852 ◽

2015 ◽

Vol 13 (1) ◽

pp. 84 ◽

Cited By ~ 12

Author(s):

Dengju Yao ◽

Jing Yang ◽

Xiaojuan Zhan ◽

Xiaorong Zhan ◽

Zhiqiang Xie

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Random Forests ◽

Feature Selection Method ◽

Selection Method ◽

Expression Data ◽

Microarray Expression Data ◽

Microarray Expression

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Fuzzy-Granular Gene Selection from Microarray Expression Data

Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) ◽

10.1109/icdmw.2006.84 ◽

2006 ◽

Cited By ~ 2

Author(s):

Yuanchen He ◽

Yuchun Tang ◽

Yan-qing Zhang ◽

Rajshekhar Sunderraman

Keyword(s):

Gene Selection ◽

Expression Data ◽

Microarray Expression Data ◽

Microarray Expression

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A novel filter feature selection method for paired microarray expression data analysis

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2015.070071 ◽

2015 ◽

Vol 12 (4) ◽

pp. 363 ◽

Cited By ~ 6

Author(s):

Zhongbo Cao ◽

Yan Wang ◽

Ying Sun ◽

Wei Du ◽

Yanchun Liang

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Feature Selection Method ◽

Selection Method ◽

Expression Data ◽

Microarray Expression Data ◽

Microarray Expression

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