Test Case Prioritization using Transfer Learning in Continuous Integration Environments

Author:

Mamata Rezwana1,Azim Akramul1,Liscano Ramiro1,Smith Kevin2,Chang Yee-Kang2,Seferi Gkerta2,Tauseef Qasim2

Affiliation:

1. Ontario Tech University,Oshawa,Ontario,Canada

2. International Business Machines Corporation (IBM),United Kingdom

Publisher

IEEE

Reference39 articles.

1. Optimizing search engines using clickthrough data

2. Application of transfer learning for object detection on manually collected data;mohamed;Proceedings of SAI Intelligent Systems Conference,2019

3. Using the Case-Based Ranking Methodology for Test Case Prioritization

4. Cloze-driven Pretraining of Self-attention Networks

5. Optimizing test prioritization via test distribution analysis

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Revisiting Test-Case Prioritization on Long-Running Test Suites;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11

2. Test Case Optimization Technique for Web Applications;2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2024-04-26

3. Machine Learning-based Test Case Prioritization using Hyperparameter Optimization;Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024);2024-04-15

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