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A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools

Engineering Applications of Artificial Intelligence, 2022
Ganeshsree Selvachandran   +2 more
exaly  

Concept Drift in Software Defect Prediction: A Method for Detecting and Handling the Drift

ACM Transactions on Internet Technology, 2023
Arvind Kumar Gangwar, Sandeep Kumar
exaly  

Progress on approaches to software defect prediction

IET Software, 2018
Zhiqiang Li, Xiao-Yuan Jing, Xiaoke Zhu
exaly  

An empirical study on software defect prediction with a simplified metric set

Information and Software Technology, 2015
Peng He, Yutao Ma
exaly  

A systematic review of unsupervised learning techniques for software defect prediction

Information and Software Technology, 2020
Ning Li, Martin Shepperd, Yuchen Guo
exaly  

A Learning-to-Rank Approach to Software Defect Prediction

IEEE Transactions on Reliability, 2015
Xiaoxing Yang, Xin Yao, Ke Tang
exaly  

A novel software defect prediction based on atomic class-association rule mining

Expert Systems With Applications, 2018
Yuanxun Shao, Shihai Wang, Peng Xiao
exaly  

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