Identify High-Impact Bug Reports by Combining the Data Reduction and Imbalanced Learning Strategies

Identify High-Impact Bug Reports by Combining the Data Reduction and Imbalanced Learning Strategies

As software systems become increasingly large, the logic becomes more complex, resulting in a large number of bug reports being submitted to the bug repository daily. Due to tight schedules and limited human resources, developers may not have enough time to inspect all the bugs. Thus, they often con...

Full description

Bibliographic Details
Main Authors: Shikai Guo, Miaomiao Wei, Siwen Wang, Rong Chen, Chen Guo, Hui Li, Tingting Li
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
high-impact bug reports
class imbalance
feature selection
instance selection
Online Access:https://www.mdpi.com/2076-3417/9/18/3663

Similar Items

Similar Items