Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution
Gupt, K. K., Kshirsagar, M., Dias, D. M., Sullivan, J. P. & Ryan, C., 2024, In: Frontiers in Computer Science. 6, 1346149.Research output: Contribution to journal › Article › peer-review
Open Access -
Fuzzy Pattern Trees for Classification Problems Using Genetic Programming
de Lima, A., Carvalho, S., Dias, D. M., Amaral, J., Sullivan, J. P. & Ryan, C., 2024, Genetic Programming - 27th European Conference, EuroGP 2024, Held as Part of EvoStar 2024, Proceedings. Giacobini, M., Xue, B. & Manzoni, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-20 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14631 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution
Gupt, K. K., Kshirsagar, M., Dias, D. M., Sullivan, J. P. & Ryan, C., 2023, Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023. van Stein, N., Marcelloni, F., Lam, H. K., Cottrell, M. & Filipe, J. (eds.). Science and Technology Publications, Lda, p. 195-205 11 p. (International Joint Conference on Computational Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
On Switching Selection Methods to Increase Parsimony Pressure
de Lima, A., Carvalho, S., Dias, D. M., Sullivan, J. P. & Ryan, C., 2023, Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023. van Stein, N., Marcelloni, F., Lam, H. K., Cottrell, M. & Filipe, J. (eds.). Science and Technology Publications, Lda, p. 96-107 12 p. (International Joint Conference on Computational Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
PreDive: Preserving Diversity in Test Cases for Evolving Digital Circuits using Grammatical Evolution
Gupt, K. K., Kshirsagar, M., Rosenbauer, L., Sullivan, J. P., Dias, D. M. & Ryan, C., 9 Jul 2022, GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 719-722 4 p. (GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)