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John Grundy

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Model-driven Engineering for Machine Learning Components: A Systematic Literature Review

Nov 01, 2023
Hira Naveed, Chetan Arora, Hourieh Khalajzadeh, John Grundy, Omar Haggag

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Large Language Models for Software Engineering: A Systematic Literature Review

Sep 12, 2023
Xinyi Hou, Yanjie Zhao, Yue Liu, Zhou Yang, Kailong Wang, Li Li, Xiapu Luo, David Lo, John Grundy, Haoyu Wang

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Requirements Framework for Engineering Human-centered Artificial Intelligence-Based Software Systems

Mar 06, 2023
Khlood Ahmad, Mohamed Abdelrazek, Chetan Arora, Arbind Agrahari Baniya, Muneera Bano, John Grundy

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An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability

Sep 20, 2022
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung

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Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle

Sep 19, 2022
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung

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SQAPlanner: Generating Data-InformedSoftware Quality Improvement Plans

Feb 19, 2021
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John Grundy, Wray Buntine

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Explainable AI for Software Engineering

Dec 03, 2020
Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John Grundy

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