Software change‐proneness prediction based on deep learning

Author:

Zhu Xiaoyan1,Li Nan2ORCID,Wang Yong3ORCID

Affiliation:

1. School of Computer Science and Technology Xi'an Jiaotong University Xi'an China

2. Institute of Information Technology China Railway Jinan Group Co Ltd. Jinan China

3. Department of Computer Science and Technology, College of Information Science and Engineering Ocean University of China Qingdao China

Funder

National Natural Science Foundation of China

Publisher

Wiley

Subject

Software

Reference68 articles.

1. RamilJF LehmanMM WernickPD TurskiWM PerryDE.Metrics and laws of software evolution—The nineties view. In: IEEE International symposium on Software Metrics.IEEE Computer SocietyProceedings Fourth International Software Metrics Symposium;1997:20‐32.

2. Object-oriented metrics that predict maintainability

3. Towards a metrics suite for object oriented design

4. An empirical validation of object-oriented metrics in two different iterative software processes

5. Identifying and characterizing change-prone classes in two large-scale open-source products

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