Test Case Prioritization for Regression Testing Using Machine Learning

被引：1

作者：

Sawant, Priyanka Dattatray ^{[1
]}

机构：

[1] Univ New Hampshire, Dept Appl Engn & Sci, Manchester, NH 03101 USA

来源：

2024 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE TESTING, AITEST | 2024年

关键词：

Regression testing; test case prioritization; machine learning; ensemble methods; continuous integration; continuous deployment;

D O I：

10.1109/AITest62860.2024.00027

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

引用

页码：152 / 153

页数：2

共 10 条

[1]

[Anonymous], Annals of Statistics, V29, P1189

[2] Random forests [J].

Breiman, L .

MACHINE LEARNING, 2001, 45 (01) :5-32

[3] Selecting a cost-effective test case prioritization technique [J].

Elbaum, S ;

Rothermel, G ;

Kanduri, S ;

Malishevsky, AG .

SOFTWARE QUALITY JOURNAL, 2004, 12 (03) :185-210

[4] A decision-theoretic generalization of on-line learning and an application to boosting [J].

Freund, Y ;

Schapire, RE .

JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1997, 55 (01) :119-139

[5]

Freund Y, 1996, International Conference on Machine Learning, DOI DOI 10.5555/3091696.3091715

[6] Greedy function approximation: A gradient boosting machine [J].

Friedman, JH .

ANNALS OF STATISTICS, 2001, 29 (05) :1189-1232

[7]

ROTHERMEL G, 1994, PROC INT CONF SOFTW, P201, DOI 10.1109/ICSE.1994.296779

[8]

SCHAPIRE RE, 1990, MACH LEARN, V5, P197, DOI 10.1023/A:1022648800760

[9] System test case prioritization of new and regression test cases [J].

Srikanth, H ;

Williams, L ;

Osborne, J .

2005 INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING (ISESE), PROCEEDINGS, 2005, :62-71

[10]

Srikanth H., 2010, Information and Software Technology, V52, P934

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