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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An ensemble correlation-based gene selection algorithm for cancer classification with gene expression data

Bioinformatics ◽

10.1093/bioinformatics/bts602 ◽

2012 ◽

Vol 28 (24) ◽

pp. 3306-3315 ◽

Author(s):

Y. Piao ◽

M. Piao ◽

K. Park ◽

K. H. Ryu

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Gene Selection ◽

Cancer Classification ◽

Expression Data ◽

Selection Algorithm ◽

Gene Selection Algorithm ◽

Ensemble Correlation

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A novel gene selection algorithm for cancer classification using microarray datasets

BMC Medical Genomics ◽

10.1186/s12920-018-0447-6 ◽

2019 ◽

Vol 12 (1) ◽

Author(s):

Russul Alanni ◽

Jingyu Hou ◽

Hasseeb Azzawi ◽

Yong Xiang

Keyword(s):

Gene Selection ◽

Cancer Classification ◽

Selection Algorithm ◽

Microarray Datasets ◽

Gene Selection Algorithm

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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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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 ◽

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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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 hybrid gene selection algorithm based on interaction information for microarray-based cancer classification

PLoS ONE ◽

10.1371/journal.pone.0212333 ◽

2019 ◽

Vol 14 (2) ◽

pp. e0212333 ◽

Author(s):

Songyot Nakariyakul

Keyword(s):

Gene Selection ◽

Cancer Classification ◽

Selection Algorithm ◽

Hybrid Gene ◽

Interaction Information ◽

Gene Selection Algorithm

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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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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 ◽

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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FF-SVM: New FireFly-based Gene Selection Algorithm for Microarray Cancer Classification

2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) ◽

10.1109/cibcb.2019.8791236 ◽

2019 ◽

Author(s):

Nada Almugren ◽

Hala Alshamlan

Keyword(s):

Gene Selection ◽

Cancer Classification ◽

Selection Algorithm ◽

Gene Selection Algorithm

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