Edgar Galván

53 papers A 1B 3C 1Journal 35Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A parallel genetic algorithm for multi-criteria path routing on complex real-world road networks.
Appl. Soft Comput.
Harish Sharma, Edgar Galván, Peter Mooney
2025 J jnl
An analysis on the effects of evolving the Monte Carlo tree search upper confidence for trees selection policy on unimodal, multimodal and deceptive landscapes.
Inf. Sci.
Edgar Galván, Fred Valdez Ameneyro
2025 J jnl
MultiPath Island-Based Genetic Algorithm for the K-Most Diverse Near-Shortest Paths.
Inf. Sci.
Harish Sharma, Edgar Galván, Peter Mooney
2025 J jnl
Neuroevolution-based multiobjective algorithm for feature selection and binary classification of DNA microarrays.
Appl. Soft Comput.
Daniel García-Núñez, Katya Rodrígez-Vázquez, Carlos Hernández, Edgar Galván
2025 — conf
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks.
GECCO Companion
Fergal Stapleton, Daniel García-Núñez, Yanan Sun, Edgar Galván
2025 J jnl
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks.
CoRR
Fergal Stapleton, Daniel García-Núñez, Yanan Sun, Edgar Galván
2025 — conf
Time-Modulated Hebbian Learning for Classic Control Tasks.
GECCO Companion
Daniel García-Núñez, Fergal Stapleton, Edgar Galván
2024 — conf
Feature Encapsulation by Stages in the Regression Domain Using Grammatical Evolution.
PPSN (2)
Darian Reyes Fernández de Bulnes, Allan de Lima, Edgar Galván, Conor Ryan
2024 — conf
NeuroLGP-SM: A Surrogate-Assisted Neuroevolution Approach Using Linear Genetic Programming.
OLA
Fergal Stapleton, Brendan Cody-Kenny, Edgar Galván
2024 J jnl
NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming.
CoRR
Fergal Stapleton, Brendan Cody-Kenny, Edgar Galván
2024 B conf
NeuroLGP-SM: Scalable Surrogate-Assisted N euroevolution for Deep Neural Networks.
CEC
Fergal Stapleton, Edgar Galván
2024 J jnl
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks.
CoRR
Fergal Stapleton, Edgar Galván
2023 J jnl
An Analysis on the Effects of Evolving the Monte Carlo Tree Search Upper Confidence for Trees Selection Policy on Unimodal, Multimodal and Deceptive Landscapes.
CoRR
Edgar Galván, Fred Valdez Ameneyro
2023 J jnl
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction.
Appl. Soft Comput.
Edgar Galván, Fergal Stapleton
2023 J jnl
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction.
CoRR
Edgar Galván, Fergal Stapleton
2023 J jnl
Evolutionary Neural Architecture Search for Facial Expression Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuchao Deng, Zeqiong Lv, Edgar Galván, Yanan Sun
2023 J jnl
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-Inspired Evolutionary Algorithm in the Game of Carcassonne.
IEEE Trans. Games
Edgar Galván, Gavin Simpson, Fred Valdez Ameneyro
2023 — conf
Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares.
GECCO Companion
Fergal Stapleton, Edgar Galván
2023 J jnl
Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares.
CoRR
Fergal Stapleton, Edgar Galván
2023 J jnl
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition.
CoRR
Shuchao Deng, Yanan Sun, Edgar Galván
2023 J jnl
Pattern-based prediction of population outbreaks.
Ecol. Informatics
Gabriel R. Palma, Wesley Augusto Conde Godoy, Eduardo Engel, Douglas Lau, Edgar Galván, Oliver Mason, Charles Markham, Rafael de Andrade Moral
2023 J jnl
Predicting the success of transfer learning for genetic programming using DeepInsight feature space alignment.
AI Commun.
Leonardo Trujillo, Joel Nation, Luis Muñoz, Edgar Galván
2023 J jnl
Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy.
CoRR
Fred Valdez Ameneyro, Edgar Galván
2022 J jnl
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne.
CoRR
Edgar Galván, Gavin Simpson, Fred Valdez Ameneyro
2022 J jnl
Highlights of Semantics in Multi-objective Genetic Programming.
CoRR
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022 — conf
Highlights of semantics in multi-objective genetic programming.
GECCO Companion
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022 — conf
Neural architecture search using genetic algorithm for facial expression recognition.
GECCO Companion
Shuchao Deng, Yanan Sun, Edgar Galván
2022 J jnl
Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles.
CoRR
Fergal Stapleton, Edgar Galván, Ganesh Sistu, Senthil Kumar Yogamani
2022 — conf
Neuroevolutionary multi-objective approaches to trajectory prediction in autonomous vehicles.
GECCO Companion
Fergal Stapleton, Edgar Galván, Ganesh Sistu, Senthil Kumar Yogamani
2022 J jnl
PSO + FL = PAASO: particle swarm optimization + federated learning = privacy-aware agent swarm optimization.
Int. J. Inf. Sec.
Vicenç Torra, Edgar Galván, Guillermo Navarro-Arribas
2022 J jnl
Semantics in Multi-objective Genetic Programming.
Appl. Soft Comput.
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2022 — conf
Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy.
SSCI
Fred Valdez Ameneyro, Edgar Galván
2022 B conf
ViT-BEVSeg: A Hierarchical Transformer Network for Monocular Birds-Eye-View Segmentation.
IJCNN
Pramit Dutta, Ganesh Sistu, Senthil Kumar Yogamani, Edgar Galván, John McDonald
2022 J jnl
ViT-BEVSeg: A Hierarchical Transformer Network for Monocular Birds-Eye-View Segmentation.
CoRR
Pramit Dutta, Ganesh Sistu, Senthil Kumar Yogamani, Edgar Galván, John McDonald
2021 J jnl
Agents in a privacy-preserving world.
Trans. Data Priv.
Edgar Galván, Joaquín García-Alfaro, Guillermo Navarro-Arribas, Vicenç Torra
2021 J jnl
Neuroevolution in Deep Learning: The Role of Neutrality.
CoRR
Edgar Galván
2021 J jnl
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges.
IEEE Trans. Artif. Intell.
Edgar Galván, Peter Mooney
2021 — conf
On the Evolution of the MCTS Upper Confidence Bounds for Trees by Means of Evolutionary Algorithms in the Game of Carcassonne.
SSCI
Edgar Galván, Gavin Simpson
2021 J jnl
On the Evolution of the MCTS Upper Confidence Bounds for Trees by Means of Evolutionary Algorithms in the Game of Carcassonne.
CoRR
Edgar Galván, Gavin Simpson
2021 B conf
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition.
CEC
Fergal Stapleton, Edgar Galván
2021 J jnl
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition.
CoRR
Fergal Stapleton, Edgar Galván
2021 J jnl
Semantics in Multi-objective Genetic Programming.
CoRR
Edgar Galván, Leonardo Trujillo, Fergal Stapleton
2020 C conf
Explaining Recurrent Machine Learning Models: Integral Privacy Revisited.
PSD
Vicenç Torra, Guillermo Navarro-Arribas, Edgar Galván
2020 J jnl
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges.
CoRR
Edgar Galván, Peter Mooney
2020 J jnl
On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race.
Soft Comput.
Leonardo Trujillo, Ernesto Álvarez González, Edgar Galván, Juan J. Tapia, Antonin Ponsich
2020 — conf
Playing Carcassonne with Monte Carlo Tree Search.
SSCI
Fred Valdez Ameneyro, Edgar Galván, Ángel Fernando Kuri Morales
2020 J jnl
Playing Carcassonne with Monte Carlo Tree Search.
CoRR
Fred Valdez Ameneyro, Edgar Galván, Ángel Fernando Kuri Morales
2020 J jnl
Promoting Semantics in Multi-objective Genetic Programming based on Decomposition.
CoRR
Edgar Galván, Fergal Stapleton
2020 — conf
Semantic-based Distance Approaches in Multi-objective Genetic Programming.
SSCI
Edgar Galván, Fergal Stapleton
2020 J jnl
Semantic-based Distance Approaches in Multi-objective Genetic Programming.
CoRR
Edgar Galván, Fergal Stapleton
2020 J jnl
Statistical Tree-based Population Seeding for Rolling Horizon EAs in General Video Game Playing.
CoRR
Edgar Galván, Oxana Gorshkova, Peter Mooney, Fred Valdez Ameneyro, Erik Cuevas
2019 A conf
Promoting semantic diversity in multi-objective genetic programming.
GECCO
Edgar Galván, Marc Schoenauer
2012 — conf
Reducing electricity costs in a dynamic pricing environment.
SmartGridComm
Edgar Galván, Colin Harris, Ivana Dusparic, Siobhán Clarke, Vinny Cahill