A Survey on Different Feature Selection Methods for Microarray Data Analysis

International Journal of Computer Applications ◽

10.5120/11482-7181 ◽

2013 ◽

Vol 67 (16) ◽

pp. 36-40 ◽

Author(s):

Varuna Tyagi ◽

Anju Mishra

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

Selection Methods

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Improved microarray data analysis using feature selection methods with machine learning methods

2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2016.7822748 ◽

2016 ◽

Author(s):

Jing Sun ◽

Kalpdrum Passi ◽

Chakresh Kumar Jain

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

Selection Methods ◽

Learning Methods ◽

Machine Learning Methods

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Robust gene selection methods using weighting schemes for microarray data analysis

BMC Bioinformatics ◽

10.1186/s12859-017-1810-x ◽

2017 ◽

Vol 18 (1) ◽

Author(s):

Suyeon Kang ◽

Jongwoo Song

Keyword(s):

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Selection Methods ◽

Weighting Schemes

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Microarray Data Analysis Using Neural Network Classifiers and Gene Selection Methods

Methods of Microarray Data Analysis ◽

10.1007/0-387-23077-7_16 ◽

2006 ◽

pp. 207-222 ◽

Author(s):

Gaolin Zheng ◽

E. Olusegun George ◽

Giri Narasimhan

Keyword(s):

Neural Network ◽

Data Analysis ◽

Microarray Data ◽

Gene Selection ◽

Microarray Data Analysis ◽

Selection Methods ◽

Neural Network Classifiers

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Automatic clustering and feature selection using gravitational search algorithm and its application to microarray data analysis

Neural Computing and Applications ◽

10.1007/s00521-017-3321-0 ◽

2018 ◽

Vol 31 (8) ◽

pp. 3647-3663 ◽

Author(s):

Vijay Kumar ◽

Dinesh Kumar

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Search Algorithm ◽

Gravitational Search Algorithm ◽

Microarray Data Analysis ◽

Automatic Clustering ◽

Gravitational Search

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Boosting for feature selection for microarray data analysis

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634156 ◽

2008 ◽

Author(s):

Geoffrey R. Guile ◽

Wenjia Wang

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

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HIGH DIMENSIONAL FEATURE SELECTION FOR DISCRIMINANT MICROARRAY DATA ANALYSIS

Advances in Data Mining and Modeling ◽

10.1142/9789812704955_0002 ◽

2003 ◽

Author(s):

JUFU FENG ◽

JIANGXIN SHI ◽

QINGYUN SHI

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

High Dimensional ◽

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A novel hybrid feature selection method for microarray data analysis

Applied Soft Computing ◽

10.1016/j.asoc.2009.11.010 ◽

2011 ◽

Vol 11 (1) ◽

pp. 208-213 ◽

Author(s):

Chien-Pang Lee ◽

Yungho Leu

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Feature Selection Method ◽

Selection Method ◽

Microarray Data Analysis

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A multi-objective feature selection and classifier ensemble technique for microarray data analysis

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2018.093683 ◽

2018 ◽

Vol 20 (2) ◽

pp. 123 ◽

Author(s):

Rasmita Dash ◽

Bijan Bihari Misra

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Classifier Ensemble ◽

Microarray Data Analysis ◽

Ensemble Technique ◽

Multi Objective

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Feature Selection for Microarray Data Analysis Using Mutual Information and Rough Set Theory

IFIP International Federation for Information Processing - Artificial Intelligence Applications and Innovations ◽

10.1007/0-387-34224-9_57 ◽

2006 ◽

pp. 492-499 ◽

Author(s):

Wengang Zhou ◽

Chunguang Zhou ◽

Guixia Liu ◽

Hong Zhu

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Mutual Information ◽

Rough Set ◽

Microarray Data ◽

Rough Set Theory ◽

Microarray Data Analysis ◽

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MaskedPainter: Feature selection for microarray data analysis

Intelligent Data Analysis ◽

10.3233/ida-2012-0546 ◽

2012 ◽

Vol 16 (4) ◽

pp. 717-737 ◽

Author(s):

Daniele Apiletti ◽

Elena Baralis ◽

Giulia Bruno ◽

Alessandro Fiori

Keyword(s):

Feature Selection ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

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