Analyzing Software Defect Prediction Using K-Means and Expectation Maximization Clustering Algorithm Based On Genetic Feature Selection

REENA R.; SELVI R. THIRUMALAI;  ;

doi:10.26634/jse.11.1.8194

Analyzing Software Defect Prediction Using K-Means and Expectation Maximization Clustering Algorithm Based On Genetic Feature Selection

i-manager’s Journal on Software Engineering ◽

10.26634/jse.11.1.8194 ◽

2016 ◽

Vol 11 (1) ◽

pp. 28

Author(s):

REENA R. ◽

SELVI R. THIRUMALAI ◽

◽

Keyword(s):

Feature Selection ◽

Expectation Maximization ◽

Clustering Algorithm ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Genetic Feature ◽

Genetic Feature Selection

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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 ◽

Cited By ~ 13

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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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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 13

Author(s):

Sonali Agarwal ◽

Divya Tomar

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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Software Defect Prediction Based on Data Sampling and Multivariate Filter Feature Selection

Proceedings of the 2018 2nd International Conference on Artificial Intelligence: Technologies and Applications (ICAITA 2018) ◽

10.2991/icaita-18.2018.33 ◽

2018 ◽

Cited By ~ 1

Author(s):

Yating Lin ◽

Yiwen Zhong

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Data Sampling ◽

Software Defect

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A feature selection approach based on a similarity measure for software defect prediction

Frontiers of Information Technology & Electronic Engineering ◽

10.1631/fitee.1601322 ◽

2017 ◽

Vol 18 (11) ◽

pp. 1744-1753 ◽

Cited By ~ 8

Author(s):

Qiao Yu ◽

Shu-juan Jiang ◽

Rong-cun Wang ◽

Hong-yang Wang

Keyword(s):

Feature Selection ◽

Similarity Measure ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Selection Approach ◽

Feature Selection Approach

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Feature Selection and Software Defect Prediction by Different Ensemble Classifiers

10.1007/978-3-030-86472-9_28 ◽

2021 ◽

pp. 307-313

Author(s):

Natalya Shakhovska ◽

Vitaliy Yakovyna

Keyword(s):

Feature Selection ◽

Defect Prediction ◽

Software Defect Prediction ◽

Ensemble Classifiers ◽

Software Defect

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Feature selection using firefly algorithm in software defect prediction

Cluster Computing ◽

10.1007/s10586-017-1235-3 ◽

2017 ◽

Vol 22 (S5) ◽

pp. 10925-10934 ◽

Cited By ~ 7

Author(s):

M. Anbu ◽

G. S. Anandha Mala

Keyword(s):

Feature Selection ◽

Firefly Algorithm ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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Software Defect Prediction using Feature Selection and Random Forest Algorithm

2017 International Conference on New Trends in Computing Sciences (ICTCS) ◽

10.1109/ictcs.2017.39 ◽

2017 ◽

Cited By ~ 8

Author(s):

Dyana Rashid Ibrahim ◽

Rawan Ghnemat ◽

Amjad Hudaib

Keyword(s):

Feature Selection ◽

Random Forest ◽

Defect Prediction ◽

Software Defect Prediction ◽

Random Forest Algorithm ◽

Software Defect

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