Recent publications
Article
Tong, H, Minku, L, Menzel, S, Sendhoff, B & Yao, X 2022, 'A novel generalised meta-heuristic framework for dynamic capacitated arc routing problems', IEEE Transactions on Evolutionary Computation, vol. 2022, pp. 1-15. https://doi.org/10.1109/TEVC.2022.3147509
Shi, X, Minku, L & Yao, X 2022, 'A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit', Genetic Programming and Evolvable Machines. https://doi.org/10.1007/s10710-022-09436-w
Song, L & Minku, L 2022, 'A procedure to continuously evaluate predictive performance of just-in-time software defect prediction models during software development', IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2022.3158831
Shi, X, Minku, L & Yao, X 2022, 'Adaptive memory-enhanced time delay reservoir and its memristive implementation', IEEE Transactions on Computers, pp. 1-11. https://doi.org/10.1109/TC.2022.3173151
Vermetten, D, van Stein, B, Caraffini, F, Minku, L & Kononova, AV 2022, 'BIAS: a toolbox for benchmarking structural bias in the continuous domain', IEEE Transactions on Evolutionary Computation. https://doi.org/10.1109/TEVC.2022.3189848
Sobhy, D, Minku, L, Bahsoon, R & Kazman, R 2022, 'Continuous and proactive software architecture evaluation: an IoT case', ACM Transactions on Software Engineering and Methodology, vol. 31, no. 3, 46. https://doi.org/10.1145/3492762
Tabassum, S, Minku, L & Feng, D 2022, 'Cross-project online just-in-time software defect prediction', IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2022.3150153
Hassan, S, Bahsoon, R, Minku, L & Nour, A 2022, 'Dynamic evaluation of microservice granularity adaptation', ACM Transactions on Autonomous and Adaptive Systems , vol. 16, no. 2, 4. https://doi.org/10.1145/3502724
Chapter
Song, L & Minku, L 2022, Artificial Intelligence in Software Project Management. in Optimising the Software Development Process with Artificial Intelligence. Springer.
Conference contribution
Song, L, Li, S, Minku, L & Yao, X 2022, A novel data stream learning approach to tackle one-sided label noise from verification latency. in 2022 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN), IEEE, Piscataway, NJ, pp. 1-8, 2022 International Joint Conference on Neural Networks (IJCNN), Padua, Italy, 18/07/22. https://doi.org/10.1109/IJCNN55064.2022.9891911
Tong, H, Minku, L, Menzel, S, Sendhoff, B & Yao, X 2022, Benchmarking dynamic capacitated arc routing algorithms using real-world traffic simulation. in 2022 IEEE Congress on Evolutionary Computation (CEC). vol. 2022, Congress on Evolutionary Computation, IEEE, 2022 IEEE Congress on Evolutionary Computation, Padua, Italy, 18/07/22. https://doi.org/10.1109/CEC55065.2022.9870399
Shi, X, Gao, J, Minku, L & Yao, X 2022, Evolving parsimonious circuits through Shapley value-based genetic programming. in GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference. vol. 2022, Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery (ACM), New York, pp. 602-605, GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, United States, 9/07/22. https://doi.org/10.1145/3520304.3529032
Saha, S, Minku, L, Yao, X, Sendhoff, B & Menzel, S 2022, Exploiting 3D variational autoencoders for interactive vehicle design. in DESIGN2022. vol. 2, Proceedings of the Design Society, Cambridge University Press, pp. 1747-1756, DESIGN 2022, Croatia, 23/05/22. https://doi.org/10.1017/pds.2022.177
Saha, S, Rios, T, Minku, L, Vas Stein, B, Wollstadt, P, Yao, X, Back, T, Sendhoff, B & Menzel, S 2022, Exploiting generative models for performance predictions of 3D car designs. in 2021 IEEE Symposium Series on Computational Intelligence (SSCI)., 9660034, IEEE Symposium Series on Computational Intelligence, Institute of Electrical and Electronics Engineers (IEEE), IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021), Orlando, Florida, United States, 5/12/21. https://doi.org/10.1109/SSCI50451.2021.9660034
Review article
Taib, B, Karwath, A, Wensley, K, Minku, L, Gkoutos, G & Moiemen, NS 2023, 'Artificial intelligence in the management and treatment of burns: a systematic review and meta-analyses', Journal of Plastic, Reconstructive & Aesthetic Surgery, vol. 77, pp. 133-161. https://doi.org/10.1016/j.bjps.2022.11.049
View all publications in research portal