2022 article
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 144–155.
2022 article
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.
2022 journal article
Predicting health indicators for open source projects (using hyperparameter optimization)
EMPIRICAL SOFTWARE ENGINEERING, 27(6).
2021 journal article
Omni: automated ensemble with unexpected models against adversarial evasion attack
EMPIRICAL SOFTWARE ENGINEERING, 27(1).
2020 journal article
Sequential Model Optimization for Software Effort Estimation
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(6), 1994–2009.
journal article
How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)
EMPIRICAL SOFTWARE ENGINEERING, 26(3).
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