Machine/Deep Learning for Software Engineering: A Systematic Literature Review

Author:

Wang Simin1ORCID,Huang Liguo1ORCID,Gao Amiao1,Ge Jidong2ORCID,Zhang Tengfei2,Feng Haitao2ORCID,Satyarth Ishna1ORCID,Li Ming2,Zhang He2ORCID,Ng Vincent3ORCID

Affiliation:

1. Department of Computer Science, Southern Methodist University, Dallas, TX, USA

2. Nanjing University, Nanjing, Jiangsu, China

3. Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX, USA

Funder

National Science Foundation

NSF of Jiangsu Province

Nanjing University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Cited by 20 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. An Exploratory Study on Machine Learning Model Management;ACM Transactions on Software Engineering and Methodology;2024-08-16

2. Multi-Objective Software Defect Prediction via Multi-Source Uncertain Information Fusion and Multi-Task Multi-View Learning;IEEE Transactions on Software Engineering;2024-08

3. A Pilot Study in Surveying Data Challenges of Automatic Software Engineering Tasks;Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things;2024-07-15

4. Knowledge-enhanced software refinement: leveraging reinforcement learning for search-based quality engineering;Automated Software Engineering;2024-06-25

5. Software Testing With Large Language Models: Survey, Landscape, and Vision;IEEE Transactions on Software Engineering;2024-04

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