2022 journal article
DebtFree: minimizing labeling cost in self-admitted technical debt identification using semi-supervised learning
EMPIRICAL SOFTWARE ENGINEERING, 27(4).
2022 article
Fair-SSL: Building fair ML Software with less data
2022 IEEE/ACM INTERNATIONAL WORKSHOP ON EQUITABLE DATA & TECHNOLOGY (FAIRWARE 2022), pp. 1–8.
2022 journal article
Identifying Self-Admitted Technical Debts With Jitterbug: A Two-Step Approach
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(5), 1676–1691.
2021 article
FRUGAL: Unlocking Semi-Supervised Learning for Software Analytics
2021 36TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING ASE 2021, pp. 394–406.
2021 article
Mining Workflows for Anomalous Data Transfers
2021 IEEE/ACM 18TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR 2021), pp. 1–12.
2020 journal article
Better Data Labelling With EMBLEM (and how that Impacts Defect Prediction)
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(1), 278–294.
2018 article
Is One Hyperparameter Optimizer Enough?
PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 19–25.
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