معرفی
James Patten is a Research Fellow at the University of Limerick, affiliated with the Department of Computer Science & Information Systems and the research center Lero – the Irish Software Research Centre. His work focuses on applying machine learning and evolutionary computation to enhance software quality, with a specific emphasis on code duplication detection and refactoring.
- Primary Affiliation: Department of Computer Science & Information Systems, University of Limerick
- Research Center: Lero – the Irish Software Research Centre
Patten’s research spans two major domains:
- Software Engineering: Code duplication elimination, clone detection using BERT-based models, evolutionary algorithms for codebase analysis
- Gender Equity: Active participant in the WiSTEM2D initiative, exploring systemic interventions to improve female representation in STEM fields
His publications reflect a dual focus on scalable software analysis techniques (e.g., ensemble inference for clone detection) and social science studies on gender dynamics in technology education. Notably, Patten combines technical rigor with societal impact by addressing both software reliability and diversity challenges.
۰مقاله منتشرشده
