Fergal Stapleton

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Partial Least Squares

Formal Semantics

Autonomous Vehicles

Principal Component Regression

Top Venues

GECCO Companion

Appl. Soft Comput.

Publications

Fergal Stapleton, Edgar Galván
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks. CoRR (2024)
Fergal Stapleton, Brendan Cody-Kenny, Edgar Galván
NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming. CoRR (2024)
Fergal Stapleton, Edgar Galván
NeuroLGP-SM: Scalable Surrogate-Assisted N euroevolution for Deep Neural Networks. CEC (2024)
Edgar Galván, Fergal Stapleton
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction. Appl. Soft Comput. 146 (2023)
Fergal Stapleton, Edgar Galván
Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares. CoRR (2023)
Fergal Stapleton, Edgar Galván
Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares. GECCO Companion (2023)
Edgar Galván, Fergal Stapleton
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction. CoRR (2023)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Highlights of Semantics in Multi-objective Genetic Programming. CoRR (2022)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Semantics in Multi-objective Genetic Programming. Appl. Soft Comput. 115 (2022)
Fergal Stapleton, Edgar Galván, Ganesh Sistu, Senthil Kumar Yogamani
Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles. CoRR (2022)
Fergal Stapleton, Edgar Galván, Ganesh Sistu, Senthil Kumar Yogamani
Neuroevolutionary multi-objective approaches to trajectory prediction in autonomous vehicles. GECCO Companion (2022)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Highlights of semantics in multi-objective genetic programming. GECCO Companion (2022)
Fergal Stapleton, Edgar Galván
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition. CEC (2021)
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
Semantics in Multi-objective Genetic Programming. CoRR (2021)
Fergal Stapleton, Edgar Galván
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition. CoRR (2021)
Edgar Galván, Fergal Stapleton
Promoting Semantics in Multi-objective Genetic Programming based on Decomposition. CoRR (2020)
Edgar Galván, Fergal Stapleton
Semantic-based Distance Approaches in Multi-objective Genetic Programming. SSCI (2020)
Edgar Galván, Fergal Stapleton
Semantic-based Distance Approaches in Multi-objective Genetic Programming. CoRR (2020)