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检索条件"机构=Centre for Computing Engineering and Software Systems"
150 条 记 录,以下是1-10 订阅
排序:
Evaluating software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios
Evaluating Software Development Agents: Patch Patterns, Code...
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IEEE International Conference on software Analysis, Evolution and Reengineering (SANER)
作者: Zhi Chen Lingxiao Jiang Centre for Research on Intelligent Software Engineering School of Computing and Information Systems Singapore Management University
In recent years, AI-based software engineering has progressed from pre-trained models to advanced agentic workflows, with software Development Agents representing the next major leap. These agents, capable of reasonin... 详细信息
来源: 评论
Evaluating software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios
arXiv
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arXiv 2024年
作者: Chen, Zhi Jiang, Lingxiao Centre for Research on Intelligent Software Engineering School of Computing and Information Systems Singapore Management University Singapore
In recent years, AI-based software engineering has progressed from pre-trained models to advanced agentic workflows, with software Development Agents representing the next major leap. These agents, capable of reasonin... 详细信息
来源: 评论
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization
arXiv
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arXiv 2024年
作者: Chen, Zhi Jiang, Lingxiao Centre for Research on Intelligent Software Engineering School of Computing and Information Systems Singapore Management University Singapore
In the rapidly evolving field of machine learning, training models with datasets from various locations and organizations presents significant challenges due to privacy and legal concerns. The exploration of effective... 详细信息
来源: 评论
SYSTEMATIC LITERATURE REVIEW ON APPLICATION OF LEARNING-BASED APPROACHES IN CONTINUOUS INTEGRATION
arXiv
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arXiv 2024年
作者: Arani, Ali Kazemi Le, Triet Huynh Minh Zahedi, Mansooreh Babar, M. Ali CREST-The Centre for Research on Engineering Software Technologies University of Adelaide AdelaideSA5005 Australia School of Computing and Information Systems University of Melbourne MelbourneVIC3010 Australia
Context: Machine learning (ML) and deep learning (DL) analyze raw data to extract valuable insights in specific phases. The rise of continuous practices in software projects emphasizes automating Continuous Integratio... 详细信息
来源: 评论
Data-Driven Distributionally Robust Safety Verification Using Barrier Certificates and Conditional Mean Embeddings
Data-Driven Distributionally Robust Safety Verification Usin...
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American Control Conference (ACC)
作者: Oliver Schön Zhengang Zhong Sadegh Soudjani School of Computing Newcastle University Newcastle upon Tyne United Kingdom Sargent Centre for Process Systems Engineering Imperial College London London United Kingdom Max Planck Institute for Software Systems Kaiserslautern Germany
Algorithmic verification of realistic systems to sat-isfy safety and other temporal requirements has suffered from poor scalability of the employed formal approaches. To design systems with rigorous guarantees, many a... 详细信息
来源: 评论
Mitigating ML Model Decay in Continuous Integration with Data Drift Detection: An Empirical Study
arXiv
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arXiv 2023年
作者: Arani, Ali Kazemi Babar, Muhammad Ali Le, Triet Huynh Minh Zahedi, Mansooreh CREST-The Centre for Research on Engineering Software Technologies School of Computer Science University of Adelaide Adelaide Australia School of Computing and Information Systems University of Melbourne Melbourne Australia
Background: Machine Learning (ML) methods are being increasingly used for automating different activities, e.g., Test Case Prioritization (TCP), of Continuous Integration (CI). However, ML models need frequent retrain... 详细信息
来源: 评论
Examining the Use of Non-fungible Tokens (NFTs) as a Trading Mechanism for the Metaverse  1
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29th European systems, software and Services Process Improvement, EuroSPI 2022
作者: Yilmaz, Murat Hacaloğlu, Tuna Clarke, Paul Department of Computer Engineering Engineering Faculty Gazi University Ankara Turkey Metaverse Research and Development Laboratory Gazi University Ankara Turkey Department of Information Systems Engineering Atilim University Ankara Turkey School of Computing Dublin City University Dublin Ireland Lero the Science Foundation Ireland Research Centre for Software Limerick Ireland
The notion of a metaverse seems hard to define but encourages the impression that it can be considered as a new virtual metaphysical landscape that somehow goes beyond our geographical locations and understanding (i.e... 详细信息
来源: 评论
Data-Driven Distributionally Robust Safety Verification Using Barrier Certificates and Conditional Mean Embeddings
arXiv
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arXiv 2024年
作者: Schön, Oliver Zhong, Zhengang Soudjani, Sadegh The School of Computing Newcastle University Newcastle upon TyneNE4 5TG United Kingdom The Sargent Centre for Process Systems Engineering Imperial College London London United Kingdom The Max Planck Institute for Software Systems Kaiserslautern Germany
Algorithmic verification of realistic systems to satisfy safety and other temporal requirements has suffered from poor scalability of the employed formal approaches. To design systems with rigorous guarantees, many ap... 详细信息
来源: 评论
SYSTEMATIC LITERATURE REVIEW ON APPLICATION OF MACHINE LEARNING IN CONTINUOUS INTEGRATION
arXiv
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arXiv 2023年
作者: Arani, Ali Kazemi Le, Triet Huynh Minh Zahedi, Mansooreh Babar, Muhammad Ali CREST-The Centre for Research on Engineering Software Technologies School of Computer Science University of Adelaide AdelaideSA Australia School of Computing and Information Systems University of Melbourne MelbourneVIC Australia
Context: Machine learning (ML) is a field that involves analysing raw data and extracting useful information from it through specific phases. As continuous practices become more prevalent in software projects, there i... 详细信息
来源: 评论
Goal-Modeling Privacy-by-Design Patterns for Supporting GDPR Compliance
Goal-Modeling Privacy-by-Design Patterns for Supporting GDPR...
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18th International Conference on software Technologies, ICSOFT 2023
作者: Al-Obeidallah, Mohammed Ghazi Piras, Luca Iloanugo, Onyinye Mouratidis, Haralambos Alkubaisy, Duaa Dellagiacoma, Daniele Department of Software Engineering Al Ain University Abu Dhabi United Arab Emirates School of Computing Middlesex University London United Kingdom School of Computing Robert Gordon University Aberdeen United Kingdom Institute for Analytics and Data Science University of Essex Colchester United Kingdom College of Applied Studies and Community Service Imam Abdulrahman Bin Faisal University Dammam Saudi Arabia Centre for Secure Intelligent and Usable Systems University of Brighton Brighton United Kingdom
The introduction of the European General Data Protection Regulation (GDPR) has imposed obligations on organisations collecting data in the EU. This has been beneficial to citizens due to rights reinforcement achieved ...
来源: 评论