Tianpei Xia

College of Engineering

Works (6)

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"].

By: R. Shu, T. Xia, L. Williams & T. Menzies

Source: Web Of Science
Added: September 19, 2022

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"].

By: S. Majumder, T. Xia, R. Krishna & T. Menzies

Source: Web Of Science
Added: September 19, 2022

2022 journal article

Omni: automated ensemble with unexpected models against adversarial evasion attack

EMPIRICAL SOFTWARE ENGINEERING, ["27"](1), [""].

By: R. Shu, T. Xia, L. Williams & T. Menzies

Source: Web Of Science
Added: December 6, 2021

2022 journal article

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

Source: Web Of Science
Added: July 5, 2022

2022 journal article

Sequential Model Optimization for Software Effort Estimation

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, ["48"](6), ["1994–2009"].

By: T. Xia, R. Shu, X. Shen & T. Menzies

Sources: Web Of Science, ORCID
Added: June 15, 2022

2021 journal article

How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)

EMPIRICAL SOFTWARE ENGINEERING, 26(3).

Source: Web Of Science
Added: May 3, 2021