Software Defect Prediction in Imbalanced Data Sets Using Unbiased Support Vector Machine

Lecture Notes in Electrical Engineering - Information Science and Applications ◽

10.1007/978-3-662-46578-3_110 ◽

2015 ◽

pp. 923-931 ◽

Cited By ~ 6

Author(s):

Teerawit Choeikiwong ◽

Peerapon Vateekul

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Defect Prediction ◽

Support Vector ◽

Data Sets ◽

Software Defect Prediction ◽

Imbalanced Data Sets ◽

Software Defect

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Affinity and class probability-based fuzzy support vector machine for imbalanced data sets

Neural Networks ◽

10.1016/j.neunet.2019.10.016 ◽

2020 ◽

Vol 122 ◽

pp. 289-307 ◽

Cited By ~ 8

Author(s):

Xinmin Tao ◽

Qing Li ◽

Chao Ren ◽

Wenjie Guo ◽

Qing He ◽

...

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Support Vector ◽

Data Sets ◽

Fuzzy Support Vector Machine ◽

Imbalanced Data Sets ◽

Class Probability

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Using the Support Vector Machine as a Classification Method for Software Defect Prediction with Static Code Metrics

Engineering Applications of Neural Networks - Communications in Computer and Information Science ◽

10.1007/978-3-642-03969-0_21 ◽

2009 ◽

pp. 223-234 ◽

Cited By ~ 33

Author(s):

David Gray ◽

David Bowes ◽

Neil Davey ◽

Yi Sun ◽

Bruce Christianson

Keyword(s):

Support Vector Machine ◽

Classification Method ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Software Defect ◽

Code Metrics

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Software Defect Prediction Using Dynamic Support Vector Machine

2013 Ninth International Conference on Computational Intelligence and Security ◽

10.1109/cis.2013.61 ◽

2013 ◽

Cited By ~ 6

Author(s):

Bo Shuai ◽

Haifeng Li ◽

Mengjun Li ◽

Quan Zhang ◽

Chaojing Tang

Keyword(s):

Support Vector Machine ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Software Defect ◽

Dynamic Support

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A model for software defect prediction using support vector machine based on CBA

International Journal of Intelligent Systems Technologies and Applications ◽

10.1504/ijista.2016.076102 ◽

2016 ◽

Vol 15 (1) ◽

pp. 19 ◽

Cited By ~ 1

Author(s):

Xiaotao Rong ◽

Feixiang Li ◽

Zhihua Cui

Keyword(s):

Support Vector Machine ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Software Defect

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A new model for software defect prediction using Particle Swarm Optimization and support vector machine

2013 25th Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2013.6561670 ◽

2013 ◽

Cited By ~ 12

Author(s):

He Can ◽

Xing Jianchun ◽

Zhu Ruide ◽

Li Juelong ◽

Yang Qiliang ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Swarm Optimization ◽

New Model ◽

Software Defect

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Learning from imbalanced data sets with a Min-Max modular support vector machine

Frontiers of Electrical and Electronic Engineering in China ◽

10.1007/s11460-011-0127-1 ◽

2011 ◽

Vol 6 (1) ◽

pp. 56-71 ◽

Cited By ~ 8

Author(s):

Lu Bao-Liang ◽

Wang Xiao-Lin ◽

Yang Yang ◽

Zhao Hai

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Support Vector ◽

Data Sets ◽

Imbalanced Data Sets

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Learning Imbalanced Data Sets with a Min-Max Modular Support Vector Machine

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371209 ◽

2007 ◽

Cited By ~ 1

Author(s):

Zhi-Fei Ye ◽

Bao-Liang Lu

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Support Vector ◽

Data Sets ◽

Imbalanced Data Sets

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Software Defect Prediction: A Comparison Between Artificial Neural Network and Support Vector Machine

Advanced Computing and Communication Technologies - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-10-4603-2_6 ◽

2017 ◽

pp. 51-61

Author(s):

Ishani Arora ◽

Anju Saha

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Software Defect ◽

Artificial Neural

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An improved twin support vector machine based on multi-objective cuckoo search for software defect prediction

International Journal of Bio-Inspired Computation ◽

10.1504/ijbic.2018.092808 ◽

2018 ◽

Vol 11 (4) ◽

pp. 282 ◽

Cited By ~ 13

Author(s):

Yang Cao ◽

Zhiming Ding ◽

Fei Xue ◽

Xiaotao Rong

Keyword(s):

Support Vector Machine ◽

Cuckoo Search ◽

Twin Support Vector Machine ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Multi Objective ◽

Software Defect

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SecProMTB: Support Vector Machine‐Based Classifier for Secretory Proteins Using Imbalanced Data Sets Applied to Mycobacterium tuberculosis

PROTEOMICS ◽

10.1002/pmic.201900007 ◽

2019 ◽

Vol 19 (17) ◽

pp. 1900007 ◽

Cited By ~ 15

Author(s):

Chaolu Meng ◽

Leyi Wei ◽

Quan Zou

Keyword(s):

Support Vector Machine ◽

Mycobacterium Tuberculosis ◽

Imbalanced Data ◽

Support Vector ◽

Secretory Proteins ◽

Data Sets ◽

Imbalanced Data Sets

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