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Improving bioinformatics software quality through incorporation of software engineering practices [PDF]
PeerJ Computer Science, 2022 Background Bioinformatics software is developed for collecting, analyzing, integrating, and interpreting life science datasets that are often enormous.
Adeeb Noor
doaj +3 more sources
Explainable AI for Software Engineering [PDF]
arXiv, 2020 Artificial Intelligence/Machine Learning techniques have been widely used in software engineering to improve developer productivity, the quality of software systems, and decision-making. However, such AI/ML models for software engineering are still impractical, not explainable, and not actionable.
C. Tantithamthavorn +2 more
arxiv +3 more sources
Open Science in Software Engineering [PDF]
Contemporary Empirical Methods in Software Engineering, 2019 Open science describes the movement of making any research artefact available to the public and includes, but is not limited to, open access, open data, and open source.
Daniel Méndez Fernández +3 more
semanticscholar +3 more sources
Perceived diversity in software engineering: a systematic literature review. [PDF]
Empir Softw Eng, 2021 Rodríguez-Pérez G +2 more
europepmc +2 more sources
Large Language Models for Software Engineering: A Systematic Literature Review [PDF]
ACM Transactions on Software Engineering and Methodology, 2023 Large Language Models (LLMs) have significantly impacted numerous domains, including Software Engineering (SE). Many recent publications have explored LLMs applied to various SE tasks.
Xinying Hou +9 more
semanticscholar +1 more source
Large Language Models for Software Engineering: Survey and Open Problems [PDF]
2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE), 2023 This paper provides a survey of the emerging area of Large Language Models (LLMs) for Software Engineering (SE). It also sets out open research challenges for the application of LLMs to technical problems faced by software engineers.
Angela Fan +6 more
semanticscholar +1 more source
Software Engineering for AI-Based Systems: A Survey [PDF]
ACM Transactions on Software Engineering and Methodology, 2021 AI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image-, speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to advances in AI.
Silverio Mart'inez-Fern'andez +7 more
semanticscholar +1 more source
Socio-Technical Grounded Theory for Software Engineering [PDF]
IEEE Transactions on Software Engineering, 2021 Grounded Theory (GT), a sociological research method designed to study social phenomena, is increasingly being used to investigate the human and social aspects of software engineering (SE).
Rashina Hoda
semanticscholar +1 more source
Multilingual training for Software Engineering [PDF]
International Conference on Software Engineering, 2021 Well-trained machine-learning models, which leverage large amounts of open-source software data, have now become an interesting approach to automating many software engineering tasks.
Toufique Ahmed, Prem Devanbu
semanticscholar +1 more source
Adapting Scrum for Software Capstone Courses
Informatics in Education, 2022 Scrum is a widely-used framework in industry, so many schools apply it to their software engineering courses, particularly capstone courses. Due to the differences between students and industrial professionals, changing Scrum is necessary to fit capstone
Hung-Fu Chang +1 more
doaj +1 more source