Huy Tu
Works (7)
Updated: July 5th, 2023 15:30
2022 journal article
Better Data Labelling With EMBLEM (and how that Impacts Defect Prediction)
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(1), 278–294.
author keywords: Human-in-the-loop AI; data labelling; defect prediction; software analytics
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: January 11, 2022
2022 journal article
DebtFree: minimizing labeling cost in self-admitted technical debt identification using semi-supervised learning
EMPIRICAL SOFTWARE ENGINEERING, 27(4).
author keywords: Technical debt; Semi-supervised learning; Unsupervised learning; Labeling effort
Source: Web Of Science
Added: April 25, 2022
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.
author keywords: Machine Learning with and for SE; Ethics in Software Engineering
Source: Web Of Science
Added: October 3, 2022
2022 journal article
Identifying Self-Admitted Technical Debts With Jitterbug: A Two-Step Approach
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(5), 1676–1691.
author keywords: Software; Machine learning; Pattern recognition; Training; Computer hacking; Machine learning algorithms; Estimation; Technical debt; software engineering; machine learning; pattern recognition
Sources: Web Of Science, ORCID
Added: May 17, 2022
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.
author keywords: Software Analytics; Data Labelling Efforts; Semi-Supervised Learning
Source: Web Of Science
Added: April 25, 2022
2021 article
Mining Workflows for Anomalous Data Transfers
2021 IEEE/ACM 18TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR 2021), pp. 1–12.
author keywords: Scientific Workflow; TCP Signatures; Anomaly Detection; Hyper-Parameter Tuning; Sequential Optimization
Source: Web Of Science
Added: October 4, 2021
2018 article
Is One Hyperparameter Optimizer Enough?
PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 19–25.
author keywords: Defect Prediction; SBSE; Hyperparameter Tuning
Source: Web Of Science
Added: April 2, 2019
