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Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction

• Authors : Wang, Yuying; Li, Yichen; Wang, Haozhao

Subjects: Computer Science - Machine Learning; Computer Science - Software Engineering

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SDPERL: A Framework for Software Defect Prediction Using Ensemble Feature Extraction and Reinforcement Learning

• Authors : Hesamolhokama, Mohsen; Shafiee, Amirahmad; Ahmaditeshnizi, Mohammadreza

Subjects: Computer Science - Software Engineering

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Feature Importance in the Context of Traditional and Just-In-Time Software Defect Prediction Models

• Authors : Haldar, Susmita; Capretz, Luiz Fernando

Subjects: Computer Science - Software Engineering

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Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction: Challenges and Opportunities

• Authors : Nadim, Md; Hassan, Mohammad; Mandal, Ashis Kumar

Subjects: Computer Science - Software Engineering; Computer Science - Machine Learning

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MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning

• Authors : Chen, Jiaxin; Ding, Jinliang; Tan, Kay Chen

Subjects: Computer Science - Neural and Evolutionary Computing

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基于知识回放的即时软件缺陷预测增量模型.

• Authors : 张文静¹ ; 李勇^1,2; 王越¹

• Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Nov2024, Vol. 41 Issue 11, p3420-3425. 6p.

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DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks

• Authors : Qiao, Yu; Gong, Lina; Zhao, Yu

Subjects: Computer Science - Software Engineering; Computer Science - Artificial Intelligence

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Evaluating the Performance of a D-Wave Quantum Annealing System for Feature Subset Selection in Software Defect Prediction

• Authors : Mandal, Ashis Kumar; Nadim, Md; Roy, Chanchal K.

Subjects: Computer Science - Software Engineering; Computer Science - Machine Learning

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Just-In-Time Software Defect Prediction via Bi-modal Change Representation Learning

• Authors : Jiang, Yuze; Shen, Beijun; Gu, Xiaodong

Subjects: Computer Science - Software Engineering; Computer Science - Artificial Intelligence

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An Empirical Study of the Impact of Test Strategies on Online Optimization for Ensemble-Learning Defect Prediction

• Authors : Hamamoto, Kensei; Tsunoda, Masateru; Tahir, Amjed

Subjects: Computer Science - Software Engineering

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