New Variable Selection Method Using Interval Segmentation Purity with Application to Blockwise Kernel Transform Support Vector Machine Classification of High-Dimensional Microarray Data

Li-Juan Tang; Wen Du; Hai-Yan Fu; Jian-Hui Jiang; Hai-Long Wu; Guo-Li Shen; Ru-Qin Yu

doi:10.1021/ci900032q

New Variable Selection Method Using Interval Segmentation Purity with Application to Blockwise Kernel Transform Support Vector Machine Classification of High-Dimensional Microarray Data

Journal of Chemical Information and Modeling ◽

10.1021/ci900032q ◽

2009 ◽

Vol 49 (8) ◽

pp. 2002-2009 ◽

Cited By ~ 9

Author(s):

Li-Juan Tang ◽

Wen Du ◽

Hai-Yan Fu ◽

Jian-Hui Jiang ◽

Hai-Long Wu ◽

...

Keyword(s):

Support Vector Machine ◽

Variable Selection ◽

Microarray Data ◽

Selection Method ◽

High Dimensional ◽

Support Vector ◽

Variable Selection Method ◽

Support Vector Machine Classification

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Variable selection using probability density function similarity for support vector machine classification of high-dimensional microarray data

Talanta ◽

10.1016/j.talanta.2009.03.044 ◽

2009 ◽

Vol 79 (2) ◽

pp. 260-267 ◽

Cited By ~ 6

Author(s):

Li-Juan Tang ◽

Jian-Hui Jiang ◽

Hai-Long Wu ◽

Guo-Li Shen ◽

Ru-Qin Yu

Keyword(s):

Support Vector Machine ◽

Probability Density Function ◽

Variable Selection ◽

Probability Density ◽

Density Function ◽

Microarray Data ◽

High Dimensional ◽

Support Vector ◽

Function Similarity

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Support Vector Machine Classification for High Dimensional Microarray Data Analysis, With Applications in Cancer Research

High-Dimensional Data Analysis in Cancer Research ◽

10.1007/978-0-387-69765-9_6 ◽

2008 ◽

pp. 1-24

Author(s):

Hao Helen Zhang

Keyword(s):

Cancer Research ◽

Support Vector Machine ◽

Data Analysis ◽

Microarray Data ◽

Microarray Data Analysis ◽

High Dimensional ◽

Support Vector ◽

Support Vector Machine Classification

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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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SVM Classifier – a comprehensive java interface for support vector machine classification of microarray data

BMC Bioinformatics ◽

10.1186/1471-2105-7-s4-s25 ◽

2006 ◽

Vol 7 (S4) ◽

Cited By ~ 18

Author(s):

Mehdi Pirooznia ◽

Youping Deng

Keyword(s):

Support Vector Machine ◽

Microarray Data ◽

Support Vector ◽

Svm Classifier ◽

Support Vector Machine Classification

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Lung cancer diagnosis and staging using firefly algorithm fuzzy C-means segmentation and support vector machine classification of lung nodules

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.119504 ◽

2021 ◽

Vol 37 (2) ◽

pp. 185

Author(s):

M. Lavanya ◽

P. Muthu Kannan ◽

M. Arivalagan

Keyword(s):

Lung Cancer ◽

Support Vector Machine ◽

Cancer Diagnosis ◽

Firefly Algorithm ◽

Support Vector ◽

Lung Nodules ◽

Fuzzy C Means ◽

Support Vector Machine Classification ◽

Lung Cancer Diagnosis

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A Hybrid Feature Selection Method Based on Symmetrical Uncertainty and Support Vector Machine for High-Dimensional Data Classification

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-54472-4_67 ◽

2017 ◽

pp. 721-727 ◽

Cited By ~ 2

Author(s):

Yongjun Piao ◽

Keun Ho Ryu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

High Dimensional Data ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

High Dimensional ◽

Support Vector ◽

Symmetrical Uncertainty

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BS-SIM: An effective variable selection method for high-dimensional single index model

Electronic Journal of Statistics ◽

10.1214/17-ejs1329 ◽

2017 ◽

Vol 11 (2) ◽

pp. 3522-3548 ◽

Cited By ~ 1

Author(s):

Longjie Cheng ◽

Peng Zeng ◽

Yu Zhu

Keyword(s):

Variable Selection ◽

Selection Method ◽

High Dimensional ◽

Single Index ◽

Index Model ◽

Variable Selection Method ◽

Single Index Model

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Metamorphic Malware Detection Based on Support Vector Machine Classification of Malware Sub-Signatures

TELKOMNIKA (Telecommunication Computing Electronics and Control) ◽

10.12928/telkomnika.v14i3.3850 ◽

2016 ◽

Vol 14 (3) ◽

pp. 1157 ◽

Cited By ~ 4

Author(s):

Ban Mohammed Khammas ◽

Alireza Monemi ◽

Ismahani Ismail ◽

Sulaiman Mohd Nor ◽

M.N. Marsono

Keyword(s):

Support Vector Machine ◽

Malware Detection ◽

Support Vector ◽

Support Vector Machine Classification ◽

Metamorphic Malware

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Advances in variable selection methods II: Effect of variable selection method on classification of hydrologically similar watersheds in three Mid-Atlantic ecoregions

Journal of Hydrology ◽

10.1016/j.jhydrol.2012.01.035 ◽

2012 ◽

Vol 438-439 ◽

pp. 26-38 ◽

Cited By ~ 20

Author(s):

H. Ssegane ◽

E.W. Tollner ◽

Y.M. Mohamoud ◽

T.C. Rasmussen ◽

J.F. Dowd

Keyword(s):

Variable Selection ◽

Selection Method ◽

Selection Methods ◽

Variable Selection Method

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Stability Classification of Surrounding Rock Based on Support Vector Machine Classification Theory

Communications in Computer and Information Science - Communications and Information Processing ◽

10.1007/978-3-642-31968-6_14 ◽

2012 ◽

pp. 115-122

Author(s):

Chang-xing-Zhu ◽

Fenge-Wang

Keyword(s):

Support Vector Machine ◽

Surrounding Rock ◽

Classification Theory ◽

Support Vector ◽

Support Vector Machine Classification ◽

Stability Classification

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