Feature Subset Selection for Hot Method Prediction using Genetic Algorithm wrapped with Support Vector Machines

Journal of Computer Science ◽

10.3844/jcssp.2011.707.714 ◽

2011 ◽

Vol 7 (5) ◽

pp. 707-714 ◽

Author(s):

Johnson

Keyword(s):

Genetic Algorithm ◽

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

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Feature subset selection for support vector machines by incremental regularized risk minimization

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380930 ◽

2005 ◽

Author(s):

H. Frohlich ◽

A. Zell

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Risk Minimization ◽

Vector Machines ◽

Selection For ◽

Regularized Risk Minimization

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Feature Subset Selection for Support Vector Machines Through Discriminative Function Pruning Analysis

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2002.805808 ◽

2004 ◽

Vol 34 (1) ◽

pp. 60-67 ◽

Author(s):

K.Z. Mao

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

Discriminative Function ◽

Selection For ◽

Pruning Analysis

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Feature subset selection for support vector machines using confident margin

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1555973 ◽

2006 ◽

Author(s):

M. Kugler ◽

K. Aoki ◽

S. Kuroyanagi ◽

A. Iwata ◽

A.S. Nugroho

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

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Feature subset selection for support vector machines through sensitivity analysis

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1384586 ◽

2005 ◽

Author(s):

De-Feng Wang ◽

P.P.K. Chan ◽

D.S. Yeung ◽

E.C.C. Tsang

Keyword(s):

Sensitivity Analysis ◽

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

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Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machines

Knowledge and Information Systems ◽

10.1007/s10115-018-1185-y ◽

2018 ◽

Vol 58 (1) ◽

pp. 139-167 ◽

Author(s):

Syed Muhammad Saqlain ◽

Muhammad Sher ◽

Faiz Ali Shah ◽

Imran Khan ◽

Muhammad Usman Ashraf ◽

...

Keyword(s):

Matthews Correlation Coefficient ◽

Subset Selection ◽

Disease Diagnosis ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Fisher Score ◽

Vector Machines ◽

Selection For ◽

Heart Disease Diagnosis

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Kernel Construction and Feature Subset Selection in Support Vector Machines

Lecture Notes in Computer Science - Simulated Evolution and Learning ◽

10.1007/978-3-319-68759-9_49 ◽

2017 ◽

pp. 605-616

Author(s):

Shinichi Yamada ◽

Kourosh Neshatian

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines

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A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines

Artificial Intelligence Review ◽

10.1007/s10462-017-9543-9 ◽

2017 ◽

Vol 50 (2) ◽

pp. 261-281 ◽

Author(s):

Amal Bouraoui ◽

Salma Jamoussi ◽

Yassine BenAyed

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Support Vector Machines ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Vector Machines ◽

Selection For ◽

Simultaneous Model

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A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines

Lecture Notes in Computer Science - PRICAI 2014: Trends in Artificial Intelligence ◽

10.1007/978-3-319-13560-1_64 ◽

2014 ◽

pp. 809-819 ◽

Author(s):

Amal Bouraoui ◽

Yassine Ben Ayed ◽

Salma Jamoussi

Keyword(s):

Genetic Algorithm ◽

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Vector Machines ◽

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Genetic Algorithm Based Feature Subset Selection for Land Cover/ Land Use Mapping Using Wavelet Packet Transform

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-012-0208-5 ◽

2012 ◽

Vol 41 (2) ◽

pp. 237-248 ◽

Author(s):

S. Rajesh ◽

S. Arivazhagan ◽

K. Pratheep Moses ◽

R. Abisekaraj

Keyword(s):

Genetic Algorithm ◽

Land Use ◽

Wavelet Packet ◽

Subset Selection ◽

Wavelet Packet Transform ◽

Feature Subset Selection ◽

Feature Subset ◽

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Optimal feature subset selection for fuzzy extreme learning machine using genetic algorithm with multilevel parameter optimization

2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA) ◽

10.1109/icsipa.2017.8120652 ◽

2017 ◽

Author(s):

Archana Kale ◽

Shefali Sonavane

Keyword(s):

Genetic Algorithm ◽

Extreme Learning Machine ◽

Parameter Optimization ◽

Subset Selection ◽

Feature Subset Selection ◽

Feature Subset ◽

Selection For ◽

Optimal Feature Subset ◽

Learning Machine ◽

Optimal Feature

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