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Simplified Deep Forest Model based Just-In-Time Defect ...
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由 K Zhao 著作2020被引用 42 次 — Android mobile apps usually undergo frequent update due to new requirements proposed by users. Just-In-Time (JIT) defect prediction is appropriate for this ...
Simplified Deep Forest Model Based Just-in-Time Defect ...
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由 K Zhao 著作被引用 42 次 — In this work, we conduct experiments on 10 Android mobile apps and employ three indicators to evaluate the performance of our proposed SDF model for JIT defect- ...
Simplified Deep Forest Model Based Just-in-Time Defect ...
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由 K Zhao 著作2021被引用 42 次 — It uses a cascade structure with ensemble forests for representation learning and classification. We conduct experiments on 10 Android mobile ...
Simplified Deep Forest Model Based Just-in-Time Defect ...
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2024年12月9日 — SDF modifies a state-of-the-art deep forest model by removing the multigrained scanning operation that is designed for data with a high- ...
Simplified Deep Forest Model based Just-In-Time Defect ...
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This work modifications a state-of-the-art model, called Simplified Deep Forest (SDF) to conduct JIT defect prediction for Android mobile apps, ...
Simplified Deep Forest Model based Just-In-Time Defect ...
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Android mobile apps usually undergo frequent update due to new requirements proposed by users. Just-in-time (JIT) defect prediction is appropriate for this ...
Simplified Deep Forest Model Based Just-in-Time Defect ...
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We conduct experiments on 10 Android mobile apps and experimental results show that SDF performs significantly better than comparative methods in terms of three ...
Simplified Deep Forest Model Based Just-in-Time Defect ...
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Simplified Deep Forest Model Based Just-in-Time Defect Prediction for Android Mobile Apps. Published:2021-06 Issue:2 Volume:70 Page:848-859. ISSN:0018-9529.
Yutian Tang - Google 學術搜尋
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Simplified Deep Forest Model based Just-In-Time Defect Prediction for Android Mobile Apps. K Zhao, Z Xu, T Zhang, Y Tang. IEEE Transactions on Reliability, 2021.
Just-in-time defect prediction for mobile applications
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由 R van Dinter 著作2023被引用 5 次 — Simplified deep forest model based just-in-time defect prediction for Android mobile apps. IEEE Transactions on Reliability. Zhao, Y., Damevski, K., & Chen ...