Metaheuristic Optimization based Feature Selection for Software Defect Prediction

Journal of Software ◽

10.4304/jsw.9.5.1324-1333 ◽

2014 ◽

Vol 9 (5) ◽

Author(s):

Romi Satria Wahono ◽

Nanna Suryana ◽

Sabrina Ahmad

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Metaheuristic Optimization ◽

Software Defect ◽

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An empirical study on pareto based multi-objective feature selection for software defect prediction

Journal of Systems and Software ◽

10.1016/j.jss.2019.03.012 ◽

2019 ◽

Vol 152 ◽

pp. 215-238 ◽

Author(s):

Chao Ni ◽

Xiang Chen ◽

Fangfang Wu ◽

Yuxiang Shen ◽

Qing Gu

Keyword(s):

Feature Selection ◽

Empirical Study ◽

Defect Prediction ◽

Software Defect Prediction ◽

Multi Objective ◽

Software Defect ◽

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A SURVEY OF GENETIC FEATURE SELECTION FOR SOFTWARE DEFECT PREDICTION

i-manager’s Journal on Software Engineering ◽

10.26634/jse.10.3.4901 ◽

2016 ◽

Vol 10 (3) ◽

pp. 20

Author(s):

REENA R ◽

SELVI R. THIRUMALAI ◽

◽

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Genetic Feature ◽

Selection For ◽

Genetic Feature Selection

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Genetic Feature Selection for Software Defect Prediction

Advanced Science Letters ◽

10.1166/asl.2014.5283 ◽

2014 ◽

Vol 20 (1) ◽

pp. 239-244 ◽

Author(s):

Romi Satria Wahono ◽

Nanna Suryana Herman

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Genetic Feature ◽

Selection For ◽

Genetic Feature Selection

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Improved Bayesian regularisation using neural networks based on feature selection for software defect prediction

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2019.100297 ◽

2019 ◽

Vol 60 (3) ◽

pp. 225

Author(s):

R. Jayanthi ◽

M. Lilly Florence

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

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Multi-Layer Perceptron Neural Network with Feature Selection for Software Defect Prediction

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) ◽

10.1109/iciem51511.2021.9445350 ◽

2021 ◽

Author(s):

J. Mary Catherine ◽

S Djodilatchoumy

Keyword(s):

Neural Network ◽

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Multi Layer Perceptron ◽

Software Defect ◽

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Improved Bayesian regularisation using neural networks based on feature selection for software defect prediction

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2019.10022098 ◽

2019 ◽

Vol 60 (3) ◽

pp. 225

Author(s):

M. Lilly Florence ◽

R. Jayanthi

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

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Combining integreted sampling technique with feature selection for software defect prediction

2017 5th International Conference on Cyber and IT Service Management (CITSM) ◽

10.1109/citsm.2017.8089264 ◽

2017 ◽

Author(s):

Sukmawati Anggraeni Putri ◽

Frieyadie

Keyword(s):

Feature Selection ◽

Sampling Technique ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

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RFC: A feature selection algorithm for software defect prediction

Journal of Systems Engineering and Electronics ◽

10.23919/jsee.2021.000032 ◽

2021 ◽

Vol 32 (2) ◽

pp. 389-398

Author(s):

Xu Xiaolong ◽

Chen Wen ◽

Wang Xinheng

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Software Defect

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Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis

Intelligent Algorithms in Software Engineering - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-51965-0_43 ◽

2020 ◽

pp. 492-503 ◽

Author(s):

Abdullateef O. Balogun ◽

Shuib Basri ◽

Said A. Jadid ◽

Saipunidzam Mahamad ◽

Malek A. Al-momani ◽

...

Keyword(s):

Feature Selection ◽

Empirical Analysis ◽

Defect Prediction ◽

Software Defect Prediction ◽

Selection Methods ◽

Software Defect ◽

Wrapper Feature Selection

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A Feature Selection Based Model for Software Defect Prediction

International Journal of Advanced Science and Technology ◽

10.14257/ijast.2014.65.04 ◽

2014 ◽

Vol 65 ◽

pp. 39-58 ◽

Author(s):

Sonali Agarwal ◽

Divya Tomar

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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