Genetic Programming Bibliography entries for James Callan

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GP coauthors/coeditors: Alexander E I Brownlee, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania, Oliver Krauss, William B Langdon, Giovani Guizzo, Aymeric Blot, David Williams, Serkan Kirbas, Sergey Mechtaev, Thomas Prideaux-Ghee,

Genetic Programming Articles by James Callan

• Alexander Edward Ian Brownlee and James Callan and Karine Even-Mendoza and Alina Geiger and Carol Hanna and Justyna Petke and Federica Sarro and Dominik Sobania. Large Language Model Based Mutations in Genetic Improvement. Automated Software Engineering, 2024. Accepted, to appearSpecial Issue on Advances in Search-Based Software. details

• James Callan and Oliver Krauss and Justyna Petke and Federica Sarro. How Do Android Developers Improve Non-Functional Properties of Software?. Empirical Software Engineering, 27:Article 113, 2022. Topical Collection:Software Performance. details

• James Callan and Oliver Krauss and Justyna Petke and Federica Sarro. How do Android developers improve non-functional properties of software?. Empirical Software Engineering, 27(5):113, 2022. details

Genetic Programming PhD doctoral thesis James Callan

• James Callan. Improving the Non-Functional Properties of Android Applications with Genetic Improvement. PhD thesis, Computer Science, University College, London, London, UK, 2024. details

Genetic Programming conference papers by James Callan

1. James Callan and William B. Langdon and Justyna Petke. On Reducing Network Usage with Genetic Improvement. In Gabin An and Aymeric Blot and Vesna Nowack and Oliver Krauss and Justyna Petke editors, 13th International Workshop on Genetic Improvement @ICSE 2024, pages 23-30, Lisbon, 2024. ACM. details

2. David Williams and James Callan and Serkan Kirbas and Sergey Mechtaev and Justyna Petke and Thomas Prideaux-Ghee and Federica Sarro. User-Centric Deployment of Automated Program Repair at Bloomberg. In 46th International Conference on Software Engineering - Software Engineering in Practice track (ICSE-SEIP 2024), Lisbon, 2024. Distinguished Paper Award Winner. details

3. Alexander E. I. Brownlee and James Callan and Karine Even-Mendoza and Alina Geiger and Carol Hanna and Justyna Petke and Federica Sarro and Dominik Sobania. Enhancing Genetic Improvement Mutations Using Large Language Models. In Paolo Arcaini and Tao Yue and Erik Fredericks editors, SSBSE 2023: Challenge Track, volume 14415, pages 153-159, San Francisco, USA, 2023. Springer. details

4. James Callan and Justyna Petke. Multi-objective Genetic Improvement: A Case Study with EvoSuite. In Mike Papadakis and Silvia Regina Vergilio editors, 14th International Symposium on Search Based Software Engineering SSBSE 2020, volume 13711, pages 111-117, Singapore, 2022. Springer. details

5. Giovani Guizzo and Aymeric Blot and James Callan and Justyna Petke and Federica Sarro. Refining Fitness Functions for Search-Based Automated Program Repair: A Case Study with ARJA and ARJA-e. In Una-May O'Reilly and Xavier Devroey editors, SSBSE 2021, volume 12914, pages 159-165, Bari, 2021. Springer. Winner Challenge Track. details

6. James Callan and Justyna Petke. Improving Android App Responsiveness through Search-Based Frame Rate Reduction. In Una-May O'Reilly and Xavier Devroey editors, SSBSE 2021, volume 12914, pages 136-150, Bari, 2021. Springer. details

7. James Callan and Justyna Petke. Optimising SQL Queries Using Genetic Improvement. In Justyna Petke and Bobby R. Bruce and Yu Huang and Aymeric Blot and Westley Weimer and W. B. Langdon editors, GI @ ICSE 2021, pages 9-10, internet, 2021. IEEE. details

Genetic Programming other entries for James Callan

• James Callan and Justyna Petke. Multi-Objective Improvement of Android Applications. 2023. arxiv, 2308.11387. details