Ensemble feature selection for stable biomarker identification and cancer classification from microarray expression data

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.105208 ◽

2022 ◽

pp. 105208

Author(s):

Aiguo Wang ◽

Huanchen Liu ◽

Jing Yang ◽

Guilin Chen

Keyword(s):

Feature Selection ◽

Cancer Classification ◽

Expression Data ◽

Biomarker Identification ◽

Microarray Expression Data ◽

Selection For ◽

Microarray Expression

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Feature Selection for Cancer Classification on Microarray Expression Data

2008 Eighth International Conference on Intelligent Systems Design and Applications ◽

10.1109/isda.2008.198 ◽

2008 ◽

Author(s):

Hui-Huang Hsu ◽

Ming-Da Lu

Keyword(s):

Feature Selection ◽

Cancer Classification ◽

Expression Data ◽

Microarray Expression Data ◽

Selection For ◽

Microarray Expression

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Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data

Artificial Neural Networks in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/11829898_25 ◽

2006 ◽

pp. 274-285 ◽

Author(s):

Marc Strickert ◽

Nese Sreenivasulu ◽

Silke Peterek ◽

Winfriede Weschke ◽

Hans-Peter Mock ◽

...

Keyword(s):

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Expression Data ◽

Unsupervised Feature Selection ◽

Biomarker Identification ◽

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Informative Gene Discovery for Cancer Classification from Microarray Expression Data

2005 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2005.1532935 ◽

2006 ◽

Author(s):

Manfred Ng ◽

Laiwan Chan

Keyword(s):

Gene Discovery ◽

Cancer Classification ◽

Expression Data ◽

Informative Gene ◽

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 ◽

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 ◽

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 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 ◽

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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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 ◽

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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Feature Selection for Cancer Classification Using Microarray Gene Expression Data

Biostatistics and Biometrics Open Access Journal ◽

10.19080/bboaj.2017.01.555557 ◽

2017 ◽

Vol 1 (2) ◽

Author(s):

Jingjing Wu

Keyword(s):

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Cancer Classification ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene ◽

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Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data

Fifth IEEE Symposium on Bioinformatics and Bioengineering (BIBE'05) ◽

10.1109/bibe.2005.34 ◽

2006 ◽

Author(s):

Yuchun Tang ◽

Yan-Qing Zhang ◽

Zhen Huang ◽

Xiaohua Hu

Keyword(s):

Prostate Cancer ◽

Gene Selection ◽

Cancer Classification ◽

Expression Data ◽

Selection Algorithm ◽

Microarray Expression Data ◽

Microarray Expression ◽

Gene Selection Algorithm ◽

Prostate Cancer Classification

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Optimization models for cancer classification: extracting gene interaction information from microarray expression data

Bioinformatics ◽

10.1093/bioinformatics/btg462 ◽

2004 ◽

Vol 20 (5) ◽

pp. 644-652 ◽

Author(s):

A. V. Antonov ◽

I. V. Tetko ◽

M. T. Mader ◽

J. Budczies ◽

H. W. Mewes

Keyword(s):

Gene Interaction ◽

Cancer Classification ◽

Optimization Models ◽

Expression Data ◽

Interaction Information ◽

Microarray Expression Data ◽

Microarray Expression

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