Genetic Programming Bibliography entries for Fergal Stapleton
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GP coauthors/coeditors:
Edgar Galvan Lopez,
Leonardo Trujillo,
Brendan Cody-Kenny,
Daniel Garcia Nunez,
Yanan Sun,
Genetic Programming Articles by Fergal Stapleton
Genetic Programming PhD doctoral thesis Fergal Stapleton
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Fergal Stapleton.
Semantic-Based Surrogate-Assisted Neuroevolution for Neural Architecture Search in Deep Neural Networks. PhD thesis,
Hamilton Institute, National University of Ireland Maynooth, Maynooth, Co. Kildare, Ireland, 2025.
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Genetic Programming conference papers by Fergal Stapleton
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Fergal Stapleton and Daniel Garcia Nunez and Yanan Sun and Edgar Galvan.
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks. In
Bing Xue and Dennis Wilson editors,
Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion, pages 747-750, Malaga, Spain, 2025. Association for Computing Machinery.
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Fergal Stapleton and Edgar Galvan.
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks. In
Bing Xue editor,
2024 IEEE Congress on Evolutionary Computation (CEC), Yokohama, Japan, 2024. IEEE.
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Edgar Galvan and Leonardo Trujillo and Fergal Stapleton.
Highlights of Semantics in Multi-objective Genetic Programming. In
Marcus Gallagher editor,
Proceedings of the 2022 Genetic and Evolutionary Computation Conference Companion, pages 19-20, Boston, USA, 2022. Association for Computing Machinery.
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Fergal Stapleton and Edgar Galvan.
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition. In
Yew-Soon Ong editor,
2021 IEEE Congress on Evolutionary Computation (CEC), pages 580-587, Krakow, Poland, 2021.
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Edgar Galvan and Fergal Stapleton.
Semantic-based Distance Approaches in Multi-objective Genetic Programming. In
2020 IEEE Symposium Series on Computational Intelligence (SSCI), pages 149-156, 2020.
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Genetic Programming other entries for Fergal Stapleton