@article{shu_xia_williams_menzies_2022, title={Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue}, ISSN={["2160-1852"]}, DOI={10.1145/3524842.3528437}, journal={2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022)}, author={Shu, Rui and Xia, Tianpei and Williams, Laurie and Menzies, Tim}, year={2022}, pages={144–155} } @article{majumder_xia_krishna_menzies_2022, title={Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)}, ISSN={["2160-1852"]}, DOI={10.1145/3524842.3527934}, journal={2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022)}, author={Majumder, Suvodeep and Xia, Tianpei and Krishna, Rahul and Menzies, Tim}, year={2022}, pages={566–578} } @article{shu_xia_williams_menzies_2022, title={Omni: automated ensemble with unexpected models against adversarial evasion attack}, volume={27}, ISSN={["1573-7616"]}, DOI={10.1007/s10664-021-10064-8}, number={1}, journal={EMPIRICAL SOFTWARE ENGINEERING}, author={Shu, Rui and Xia, Tianpei and Williams, Laurie and Menzies, Tim}, year={2022}, month={Jan} } @article{xia_fu_shu_agrawal_menzies_2022, title={Predicting health indicators for open source projects (using hyperparameter optimization)}, volume={27}, ISSN={["1573-7616"]}, DOI={10.1007/s10664-022-10171-0}, number={6}, journal={EMPIRICAL SOFTWARE ENGINEERING}, author={Xia, Tianpei and Fu, Wei and Shu, Rui and Agrawal, Rishabh and Menzies, Tim}, year={2022}, month={Nov} } @article{xia_shu_shen_menzies_2022, title={Sequential Model Optimization for Software Effort Estimation}, volume={48}, ISSN={["1939-3520"]}, url={https://doi.org/10.1109/TSE.2020.3047072}, DOI={10.1109/TSE.2020.3047072}, number={6}, journal={IEEE TRANSACTIONS ON SOFTWARE ENGINEERING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Xia, Tianpei and Shu, Rui and Shen, Xipeng and Menzies, Tim}, year={2022}, month={Jun}, pages={1994–2009} } @article{shu_xia_chen_williams_menzies_2021, title={How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)}, volume={26}, ISBN={1573-7616}, DOI={10.1007/s10664-020-09906-8}, number={3}, journal={EMPIRICAL SOFTWARE ENGINEERING}, author={Shu, Rui and Xia, Tianpei and Chen, Jianfeng and Williams, Laurie and Menzies, Tim}, year={2021}, month={May} }