Adversarial domain adaptation for cross-project defect prediction
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 …
projects with little labeled data (target projects) by using the prediction model from other …
WSBCV: A data-driven cross-version defect model via multi-objective optimization and incremental representation learning
N Zhang, K Zhu, W Ding, D Zhu - Information Sciences, 2024 - Elsevier
Cross-version defect prediction (CVDP) refers to training an excellent model on tagged
defect data in a previously released project version, and then performing defect prediction …
defect data in a previously released project version, and then performing defect prediction …
Towards a framework for reliable performance evaluation in defect prediction
Enhancing software reliability, dependability, and security requires effective identification
and mitigation of defects during early development stages. Software defect prediction (SDP) …
and mitigation of defects during early development stages. Software defect prediction (SDP) …
[PDF][PDF] Cross-Project Software Defect Prediction Based on SMOTE and Deep Canonical Correlation Analysis
X Fan, S Zhang, K Wu, W Zheng… - … & Continua, vol. 0, no. 0, 2023 - cdn.techscience.cn
ABSTRACT Cross-Project Defect Prediction (CPDP) is a method that utilizes historical data
from other source projects to train predictive models for defect prediction in the target project …
from other source projects to train predictive models for defect prediction in the target project …
Toward a consistent performance evaluation for defect prediction models
In defect prediction community, many defect prediction models have been proposed and
indeed more new models are continuously being developed. However, there is no …
indeed more new models are continuously being developed. However, there is no …
Software Technology Project Defect Prediction Based on AI
Y Yuan - Proceedings of the 2023 International Conference on …, 2023 - dl.acm.org
In the rapidly developing information age, software development has become an important
component of modern society. However, due to the complexity of the development process …
component of modern society. However, due to the complexity of the development process …