A Hybrid Gene Selection Method for Tumor Classification Based on Genetic Algorithm and Support Vector Machine

Bin Yu; Shan Li; Haijun Liu

doi:10.1166/jctn.2015.4432

A Hybrid Gene Selection Method for Tumor Classification Based on Genetic Algorithm and Support Vector Machine

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.4432 ◽

2015 ◽

Vol 12 (11) ◽

pp. 4730-4735 ◽

Cited By ~ 1

Author(s):

Bin Yu ◽

Shan Li ◽

Haijun Liu

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Gene Selection ◽

Selection Method ◽

Tumor Classification ◽

Support Vector ◽

Gene Selection Method ◽

Hybrid Gene

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An Effective Gene Selection Method for Cancer Subtype Classification Based on Predatory Search Genetic Algorithm and Support Vector Machine

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.4060 ◽

2015 ◽

Vol 12 (9) ◽

pp. 2538-2544 ◽

Cited By ~ 1

Author(s):

Peipei Xu ◽

Jian Ouyang ◽

Bing Chen

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Gene Selection ◽

Selection Method ◽

Support Vector ◽

Gene Selection Method ◽

Subtype Classification ◽

Cancer Subtype

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A Hybrid Gene Selection Method Based on ReliefF and Ant Colony Optimization Algorithm for Tumor Classification

Scientific Reports ◽

10.1038/s41598-019-45223-x ◽

2019 ◽

Vol 9 (1) ◽

Cited By ~ 11

Author(s):

Lin Sun ◽

Xianglin Kong ◽

Jiucheng Xu ◽

Zhan’ao Xue ◽

Ruibing Zhai ◽

...

Keyword(s):

Ant Colony Optimization ◽

Optimization Algorithm ◽

Gene Selection ◽

Selection Method ◽

Tumor Classification ◽

Ant Colony ◽

Ant Colony Optimization Algorithm ◽

Gene Selection Method ◽

Hybrid Gene

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Joint neighborhood entropy-based gene selection method with fisher score for tumor classification

Applied Intelligence ◽

10.1007/s10489-018-1320-1 ◽

2018 ◽

Vol 49 (4) ◽

pp. 1245-1259 ◽

Cited By ~ 32

Author(s):

Lin Sun ◽

Xiao-Yu Zhang ◽

Yu-Hua Qian ◽

Jiu-Cheng Xu ◽

Shi-Guang Zhang ◽

...

Keyword(s):

Gene Selection ◽

Selection Method ◽

Tumor Classification ◽

Fisher Score ◽

Gene Selection Method

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Predictor selection method for the construction of support vector machine (SVM)-based typhoon rainfall forecasting models using a non-dominated sorting genetic algorithm

Meteorological Applications ◽

10.1002/met.1717 ◽

2018 ◽

Vol 25 (4) ◽

pp. 510-522 ◽

Cited By ~ 6

Author(s):

Tao-Chang Yang ◽

Pao-Shan Yu ◽

Kun-Hsiang Lin ◽

Chen-Min Kuo ◽

Hung-Wei Tseng

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Selection Method ◽

Support Vector ◽

Rainfall Forecasting ◽

Forecasting Models ◽

Typhoon Rainfall

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GT-kernelPLS: Game theory based hybrid gene selection method for microarray data classification

2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) ◽

10.1109/snpd.2015.7176202 ◽

2015 ◽

Author(s):

Adnan Shakoor ◽

Qinke Peng ◽

Shiquan Sun ◽

Xiao Wang ◽

Jia Lv

Keyword(s):

Game Theory ◽

Microarray Data ◽

Gene Selection ◽

Data Classification ◽

Selection Method ◽

Gene Selection Method ◽

Hybrid Gene

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A genetic algorithm based wrapper feature selection method for classification of hyperspectral images using support vector machine

10.1117/12.813256 ◽

2008 ◽

Cited By ~ 36

Author(s):

Li Zhuo ◽

Jing Zheng ◽

Xia Li ◽

Fang Wang ◽

Bin Ai ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Feature Selection Method ◽

Selection Method ◽

Hyperspectral Images ◽

Support Vector ◽

Wrapper Feature Selection

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New gene selection method for multiclass tumor classification by class centroid

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2008.05.011 ◽

2009 ◽

Vol 42 (1) ◽

pp. 59-65 ◽

Cited By ~ 21

Author(s):

Qi Shen ◽

Wei-min Shi ◽

Wei Kong

Keyword(s):

Gene Selection ◽

Selection Method ◽

Tumor Classification ◽

Gene Selection Method ◽

New Gene ◽

Class Centroid

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A Hybrid Gene Selection Method for Cancer Cells Recognition Based on Choquet Fuzzy Integral

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2016.6047 ◽

2016 ◽

Vol 13 (11) ◽

pp. 8815-8822

Author(s):

Peipei Xu ◽

Bing Chen ◽

Hongmin Gao ◽

Jian Ouyang

Keyword(s):

Cancer Cells ◽

Gene Selection ◽

Selection Method ◽

Fuzzy Integral ◽

Gene Selection Method ◽

Hybrid Gene

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An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

Knowledge-Based Systems ◽

10.1016/j.knosys.2010.07.003 ◽

2011 ◽

Vol 24 (1) ◽

pp. 40-48 ◽

Cited By ~ 153

Author(s):

Shijin Li ◽

Hao Wu ◽

Dingsheng Wan ◽

Jiali Zhu

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Feature Selection Method ◽

Selection Method ◽

Support Vector ◽

Hyperspectral Image Classification

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Gene Selection and Tissue Classification Based on Support Vector Machine and Genetic Algorithm

2007 1st International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2007.52 ◽

2007 ◽

Cited By ~ 2

Author(s):

Shutao Li ◽

Mingkui Tan

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Gene Selection ◽

Support Vector ◽

Tissue Classification

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