A Systematic Review on Software Defect Prediction

被引:0
作者
Singh, Pradeep Kumar [1 ]
Agarwal, Dishti [1 ]
Gupta, Aakriti [1 ]
机构
[1] Amity Univ, ASET, Dept CSE, Noida, Uttar Pradesh, India
来源
2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM) | 2015年
关键词
Software Defect; Faults; Prediction; Software Faults; Defect Density; METRICS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper explains how to find the defects in the software using various techniques. We have analyzed different data sets which have been used in finding faults in various research papers. The main aim of this paper is to study various methods that can be used to predict the defects in software.
引用
收藏
页码:1793 / 1797
页数:5
相关论文
共 23 条
[1]  
Afkal W, 2008, INMIC: 2008 INTERNATIONAL MULTITOPIC CONFERENCE, P349, DOI 10.1109/INMIC.2008.4777762
[2]   A validation of object-oriented design metrics as quality indicators [J].
Basili, VR ;
Briand, LC ;
Melo, WL .
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1996, 22 (10) :751-761
[3]  
Fenton N., 2001, IEEE T SOFTWARE ENG
[4]  
Fenton N, 2007, P 3 INT WORKSH PRED, V2007, P2, DOI DOI 10.1109/PROMISE.2007.11
[5]   A critique of software defect prediction models [J].
Fenton, NE ;
Neil, M .
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1999, 25 (05) :675-689
[6]   Choosing software metrics for defect prediction: an investigation on feature selection techniques [J].
Gao, Kehan ;
Khoshgoftaar, Taghi M. ;
Wang, Huanjing ;
Seliya, Naeem .
SOFTWARE-PRACTICE & EXPERIENCE, 2011, 41 (05) :579-606
[7]   Dictionary Learning Based Software Defect Prediction [J].
Jing, Xiao-Yuan ;
Ying, Shi ;
Zhang, Zhi-Wu ;
Wu, Shan-Shan ;
Liu, Jin .
36TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2014), 2014, :414-423
[8]   Software Defect Prediction Based on Collaborative Representation Classification [J].
Jing, Xiao-Yuan ;
Zhang, Zhi-Wu ;
Ying, Shi ;
Wang, Feng ;
Zhu, Yang-Ping .
36TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE COMPANION 2014), 2014, :632-633
[9]  
Jureczko M., 2010, P 6 INT C PRED MOD S, P9, DOI 10.1145/1868328.1868342
[10]  
Jureczko M., 2011, APPL SCI, V1, P86, DOI DOI 10.3390/APP9132764