Marcus Kessel

According to our database, Marcus Kessel authored at least 21 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Treating Run-time Execution History as a First-Class Citizen: Co-Versioning Run-time Behavior alongside Code.

Marcus Kessel

CoRR, April, 2026

Can We Classify Flaky Tests Using Only Test Code? An LLM-Based Empirical Study.

Alexander Berndt, Vekil Bekmyradov, Rainer Gemulla, Marcus Kessel, Thomas Bach, Sebastian Baltes

CoRR, February, 2026

On the Flakiness of LLM-Generated Tests for Industrial and Open-Source Database Management Systems.

Alexander Berndt, Thomas Bach, Rainer Gemulla, Marcus Kessel, Sebastian Baltes

CoRR, January, 2026

2025

Towards Observation Lakehouses: Living, Interactive Archives of Software Behavior.

Marcus Kessel

CoRR, December, 2025

Morescient GAI for Software Engineering.

Marcus Kessel, Colin Atkinson

ACM Trans. Softw. Eng. Methodol., June, 2025

N-Version Assessment and Enhancement of Generative AI: Differential GAI.

Marcus Kessel, Colin Atkinson

IEEE Softw., 2025

Promoting Open Science in Test-driven Software Experiments.

Marcus Kessel, Colin Atkinson

Proceedings of the Software Engineering 2025, 2025

2024

Code search engines for the next generation.

Marcus Kessel, Colin Atkinson

J. Syst. Softw., 2024

Test-driven Software Experimentation with LASSO: an LLM Benchmarking Example.

Marcus Kessel

CoRR, 2024

N-Version Assessment and Enhancement of Generative AI.

Marcus Kessel, Colin Atkinson

CoRR, 2024

2023

LASSO - an observatorium for the dynamic selection, analysis and comparison of software.

Marcus Kessel

PhD thesis, 2023

Robustness Analysis of Machine Learning Models Using Domain-Specific Test Data Perturbation.

Marian Lambert, Thomas Schuster, Marcus Kessel, Colin Atkinson

Proceedings of the Progress in Artificial Intelligence, 2023

2022

Diversity-driven unit test generation.

Marcus Kessel, Colin Atkinson

J. Syst. Softw., 2022

2019

A platform for diversity-driven test amplification.

Marcus Kessel, Colin Atkinson

Proceedings of the 10th ACM SIGSOFT International Workshop on Automating TEST Case Design, 2019

On the Efficacy of Dynamic Behavior Comparison for Judging Functional Equivalence.

Marcus Kessel, Colin Atkinson

Proceedings of the 19th International Working Conference on Source Code Analysis and Manipulation, 2019

Automatically Curated Data Sets.

Marcus Kessel, Colin Atkinson

Proceedings of the 19th International Working Conference on Source Code Analysis and Manipulation, 2019

2018

Integrating reuse into the rapid, continuous software engineering cycle through test-driven search.

Marcus Kessel, Colin Atkinson

Proceedings of the 4th International Workshop on Rapid Continuous Software Engineering, 2018

2016

Ranking software components for reuse based on non-functional properties.

Marcus Kessel, Colin Atkinson

Inf. Syst. Frontiers, 2016

2015

Ranking Software Components for Pragmatic Reuse.

Marcus Kessel, Colin Atkinson

Proceedings of the 6th IEEE/ACM International Workshop on Emerging Trends in Software Metrics, 2015

Measuring the Superfluous Functionality in Software Components.

Marcus Kessel, Colin Atkinson

Proceedings of the 18th International ACM SIGSOFT Symposium on Component-Based Software Engineering, 2015

2013

On the Synergy between Search-Based and Search-Driven Software Engineering.

Colin Atkinson, Marcus Kessel, Marcus Schumacher

Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013