ESVM: Evolutionary support vector machine for automatic feature selection and classification of microarray data

Hui-Ling Huang; Fang-Lin Chang

doi:10.1016/j.biosystems.2006.12.003

ESVM: Evolutionary support vector machine for automatic feature selection and classification of microarray data

Biosystems ◽

10.1016/j.biosystems.2006.12.003 ◽

2007 ◽

Vol 90 (2) ◽

pp. 516-528 ◽

Cited By ~ 61

Author(s):

Hui-Ling Huang ◽

Fang-Lin Chang

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Microarray Data ◽

Support Vector ◽

Automatic Feature Selection

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Multiclass classification of leukemia cancer data using Fuzzy Support Vector Machine (FSVM) with feature selection using Principal Component Analysis (PCA)

Journal of Physics Conference Series ◽

10.1088/1742-6596/1725/1/012012 ◽

2021 ◽

Vol 1725 ◽

pp. 012012

Author(s):

I R Fauzi ◽

Z Rustam ◽

A Wibowo

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Feature Selection ◽

Principal Component ◽

Component Analysis ◽

Multiclass Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Cancer Data

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A Method for Feature Selection on Microarray Data Using Support Vector Machine

Data Warehousing and Knowledge Discovery - Lecture Notes in Computer Science ◽

10.1007/11823728_49 ◽

2006 ◽

pp. 513-523

Author(s):

Xiao Bing Huang ◽

Jian Tang

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Microarray Data ◽

Support Vector

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Multiclass Classification of Brain Cancer with Multiple Multiclass Artificial Bee Colony Feature Selection and Support Vector Machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/1417/1/012015 ◽

2019 ◽

Vol 1417 ◽

pp. 012015

Author(s):

S A A Kharis ◽

I Hadi ◽

K A Hasanah

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Brain Cancer ◽

Artificial Bee Colony ◽

Multiclass Classification ◽

Support Vector ◽

Bee Colony

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Classification of Solder Joint Using Feature Selection Based on Bayes and Support Vector Machine

IEEE Transactions on Components Packaging and Manufacturing Technology ◽

10.1109/tcpmt.2012.2231902 ◽

2013 ◽

Vol 3 (3) ◽

pp. 516-522 ◽

Cited By ~ 27

Author(s):

Hao Wu ◽

Xianmin Zhang ◽

Hongwei Xie ◽

Yongcong Kuang ◽

Gaofei Ouyang

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Solder Joint ◽

Support Vector

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A Novel Hybrid Feature Selection Model for Classification of Neuromuscular Dystrophies Using Bhattacharyya Coefficient, Genetic Algorithm and Radial Basis Function Based Support Vector Machine

Interdisciplinary Sciences Computational Life Sciences ◽

10.1007/s12539-016-0183-6 ◽

2016 ◽

Vol 10 (2) ◽

pp. 244-250

Author(s):

Divya Anand ◽

Babita Pandey ◽

Devendra K. Pandey

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Radial Basis Function ◽

Basis Function ◽

Selection Model ◽

Support Vector ◽

Bhattacharyya Coefficient ◽

Radial Basis

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Two-stage gene selection for support vector machine classification of microarray data

International Journal of Modelling Identification and Control ◽

10.1504/ijmic.2009.029029 ◽

2009 ◽

Vol 8 (2) ◽

pp. 164 ◽

Cited By ~ 2

Author(s):

o Lei Xia ◽

Kang Li ◽

George W. Irwin

Keyword(s):

Support Vector Machine ◽

Microarray Data ◽

Gene Selection ◽

Support Vector ◽

Two Stage ◽

Support Vector Machine Classification ◽

Selection For

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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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Classification of data with optimized fuzzy rough set feature selection on Nash equilibrium based kernel support vector machine

Malaya Journal of Matematik ◽

10.26637/mjm0s20/0056 ◽

2020 ◽

Vol S (1) ◽

pp. 299-305

Author(s):

Uma Maheshwari J. ◽

Mithra R.

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Nash Equilibrium ◽

Rough Set ◽

Support Vector ◽

Fuzzy Rough Set ◽

Kernel Support Vector Machine

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Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine

Journal of Theoretical Biology ◽

10.1016/j.jtbi.2018.12.010 ◽

2019 ◽

Vol 463 ◽

pp. 77-91 ◽

Cited By ~ 23

Author(s):

Chuanze Kang ◽

Yanhao Huo ◽

Lihui Xin ◽

Baoguang Tian ◽

Bin Yu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Microarray Data ◽

Tumor Classification ◽

Support Vector

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Feature Selection Using Neighborhood Component Analysis with Support Vector Machine for Classification of Breast Mammograms

Lecture Notes in Electrical Engineering - International Conference on Communication, Computing and Electronics Systems ◽

10.1007/978-981-15-2612-1_24 ◽

2020 ◽

pp. 253-260

Author(s):

N. Kavya ◽

N. Sriraam ◽

N. Usha ◽

D. Sharath ◽

Bharathi Hiremath ◽

...

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Component Analysis ◽

Support Vector

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