Heterogeneous cross-project defect prediction (HCPDP) aims to predict defects in new software projects using defect data from previous software projects where the source and …
H Song, G Wu, L Ma, Y Pan, Q Huang… - Empirical Software …, 2023 - Springer
Abstract Cross-Project Defect Prediction (CPDP) is an attractive topic for locating defects in projects with little labeled data (target projects) by using the prediction model from other …
Cross-project defect prediction (CPDP) is a promising technical means to solve the problem of insufficient training data in software defect prediction. As a special case of CPDP …
F Wu, X Zheng, Y Sun, Y Gao… - IEICE TRANSACTIONS on …, 2022 - search.ieice.org
Cross-project defect prediction (CPDP) is a hot research topic in recent years. The inconsistent data distribution between source and target projects and lack of labels for most …
Y Zhao, Y Zhu, Q Yu, X Chen - Symmetry, 2022 - mdpi.com
Software testing is the main method for finding software defects at present, and symmetric testing and other methods have been widely used, but these testing methods will cause a lot …
Q Huang, L Ma, S Jiang, G Wu, H Song, L Jiang… - IET …, 2022 - Wiley Online Library
Cross‐project defect prediction (CPDP) is an important research direction in software defect prediction. Traditional CPDP methods based on hand‐crafted features ignore the semantic …
T Lei, J Xue, D Man, Y Wang, M Li, Z Kong - Electronics, 2024 - mdpi.com
Software defect prediction is critical for improving software quality and reducing maintenance costs. In recent years, Cross-Project software defect prediction has garnered …
F Li, P Yang, JW Keung, W Hu, H Luo, X Yu - IET Software, 2023 - Wiley Online Library
Effort‐aware cross‐project defect prediction (EACPDP), which uses cross‐project software modules to build a model to rank within‐project software modules based on the defect …