João E. Batista

13 papers B 4Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Complexity, interpretability and robustness of GP-based feature engineering in remote sensing.
Swarm Evol. Comput.
João E. Batista, Adam Kotaro Pindur, Ana I. R. Cabral, Hitoshi Iba, Sara Silva
2024 J jnl
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming.
SN Comput. Sci.
Nuno M. Rodrigues, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva
2023 — conf
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers.
EvoApplications@EvoStar
Pedro Carvalho, Bruno Ribeiro, Nuno M. Rodrigues, João E. Batista, Leonardo Vanneschi, Sara Silva
2022 B conf
Comparative study of classifier performance using automatic feature construction by M3GP.
CEC
João E. Batista, Sara Silva
2022 — conf
Evolving a cloud-robust water index with genetic programming.
GECCO Companion
João E. Batista, Sara Silva
2022 B conf
SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming.
EuroGP
Nuno M. Rodrigues, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva
2021 J jnl
Improving Land Cover Classification Using Genetic Programming for Feature Construction.
Remote. Sens.
João E. Batista, Ana I. R. Cabral, Maria J. P. de Vasconcelos, Leonardo Vanneschi, Sara Silva
2021 J jnl
Plotting time: On the usage of CNNs for time series classification.
CoRR
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
2020 B conf
Ensemble Genetic Programming.
EuroGP
Nuno M. Rodrigues, João E. Batista, Sara Silva
2020 J jnl
Ensemble Genetic Programming.
CoRR
Nuno M. Rodrigues, João E. Batista, Sara Silva
2020 B conf
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP.
CEC
João E. Batista, Sara Silva
2020 J jnl
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP.
CoRR
João E. Batista, Sara Silva
2019 — conf
To adapt or not to adapt, or the beauty of random settings.
GECCO (Companion)
João E. Batista, Nuno M. Rodrigues, Sara Silva