Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. ["144–155"].
By: R. Shu, T. Xia, L. Williams & T. Menzies
Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. ["566–578"].
By: S. Majumder, T. Xia, R. Krishna & T. Menzies
2022 journal article
Omni: automated ensemble with unexpected models against adversarial evasion attack
EMPIRICAL SOFTWARE ENGINEERING, ["27"](1), [""].
Predicting health indicators for open source projects (using hyperparameter optimization)
EMPIRICAL SOFTWARE ENGINEERING, ["27"](6), [""].
By: T. Xia, W. Fu, R. Shu, R. Agrawal & T. Menzies
Sequential Model Optimization for Software Effort Estimation
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By: T. Xia, R. Shu, X. Shen & T. Menzies
2021 journal article
How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)
EMPIRICAL SOFTWARE ENGINEERING, 26(3).
By: R. Shu, T. Xia, J. Chen, L. Williams & T. Menzies
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