Colin Atkinson

University of Mannheim — Germany

Computer Science · Physical Sciences

30h-index5.4kcitations252works1.52yr avg
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Research Topics

Model-Driven Software Engineering Techniques(89), Advanced Software Engineering Methodologies(81), Service-Oriented Architecture and Web Services(79), Software Engineering Research(58), Software Testing and Debugging Techniques(38)

Publications252 total

ICMM ((In-)consistency Management in Modeling) Challenge 2026 - Construction of a Brake
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
ICMM ((In-)consistency Management in Modeling) Challenge 2026 - Construction of a Brake
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Mind the Leak: Formalizing Confidentiality Preservation Assessment of Multi-Model Consistency Checking Systems
2025
Morescient GAI for Software Engineering
ACM Transactions on Software Engineering and Methodology·2025· 2 cited
An Integrated Rapid Response Model for Pediatric Patients Requiring In-Patient Medical Stabilization: Lessons Learned to Enable Regional Capacity Building
Healthcare Quarterly·2024
N-Version Assessment and Enhancement of Generative AI: Differential GAI
IEEE Software·2024· 2 citedOpen Access
Towards Deep Reactions in Multi-Level, Multi-View Modeling
2024· 1 citedOpen Access
Misconceptions about Potency-Based Deep Instantiation
2024
Morescient GAI for Software Engineering (Extended Version)
arXiv (Cornell University)·2024Open Access
Code search engines for the next generation
Journal of Systems and Software·2024· 6 citedOpen Access
Promoting open science in test-driven software experiments
Journal of Systems and Software·2024· 5 citedOpen Access
Comparing LML and FMML<sup>x</sup>: A Contribution to the MULTI Collaborative Comparison Challenge
2023· 1 cited
Field Types for Deep Characterization in Multi-Level Modeling
2023· 3 citedOpen Access
Modeling in LML with DOCL: A Contribution to the MULTI Warehouse Challenge
2023· 2 cited
Data Set: Promoting Open Science in Test-Driven Software Experiments
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Data Set: Promoting Open Science in Test-Driven Software Experiments
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Robustness Analysis of Machine Learning Models Using Domain-Specific Test Data Perturbation
Lecture notes in computer science·2023· 3 cited
Architecture-centric inspection for the Unified Development Process (UP)
MADOC (University of Mannheim)·2022· 1 citedOpen Access
Diversity-driven unit test generation
Journal of Systems and Software·2022· 7 citedOpen Access
Diversity-Driven Unit Test Generation (Data Set)
Zenodo (CERN European Organization for Nuclear Research)·2022· 1 citedOpen Access
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Frequent Co-authors

Thomas Kühne(17), Oliver Hummel(6), Ralph Gerbig(6), Daniel Brenner(6), Dietmar Stoll(5), Matthias Gutheil(4), Bastian Kennel(4), Barbara Paech(4), Philipp Bostan(3), Rainer Malaka(3), Matthias Merdes(3), Dima Suliman(3), Joachim Bayer(2), Dirk Muthig(2), Oliver Laitenberger(2), Kilian Kiko(2), Giovanni Falcone(2), Monika Juhasz(2), Christian Bunse(2), Hans‐Gerhard Gross(2)