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2020 – today
- 2025
[j3]João E. Batista, Adam Kotaro Pindur, Ana I. R. Cabral, Hitoshi Iba, Sara Silva:
Complexity, interpretability and robustness of GP-based feature engineering in remote sensing. Swarm Evol. Comput. 92: 101761 (2025)- 2024
- [j2]Nuno M. Rodrigues
, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva:
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. SN Comput. Sci. 5(1): 91 (2024) - [c10]João Eduardo Batista, Adam Kotaro Pindur, Hitoshi Iba, Sara Silva:
Measuring Structural Complexity of GP Models for Feature Engineering over the Generations. CEC 2024: 1-8 - [c9]João Eduardo Batista, Nuno Miguel Rodrigues, Leonardo Vanneschi, Sara Silva:
M6GP: Multiobjective Feature Engineering. CEC 2024: 1-8 - [c8]João Eduardo Batista, Fraser Garrow, Carlo Huesca-Spairani, Tiago Martins:
Evoboard: Geoboard-Inspired Evolved Typefonts. EvoMUSART 2024: 17-32 - 2023
- [c7]Pedro Carvalho, Bruno Ribeiro, Nuno M. Rodrigues, João E. Batista, Leonardo Vanneschi, Sara Silva:
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers. EvoApplications@EvoStar 2023: 656-671 - 2022
- [c6]João E. Batista, Sara Silva:
Comparative study of classifier performance using automatic feature construction by M3GP. CEC 2022: 1-8 - [c5]Nuno M. Rodrigues, João E. Batista, William G. La Cava, Leonardo Vanneschi, Sara Silva:
SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. EuroGP 2022: 68-84 - [c4]João E. Batista, Sara Silva:
Evolving a cloud-robust water index with genetic programming. GECCO Companion 2022: 55-56 - 2021
- [j1]João E. Batista, Ana I. R. Cabral, Maria J. P. de Vasconcelos, Leonardo Vanneschi, Sara Silva:
Improving Land Cover Classification Using Genetic Programming for Feature Construction. Remote. Sens. 13(9): 1623 (2021) - [i3]Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva:
Plotting time: On the usage of CNNs for time series classification. CoRR abs/2102.04179 (2021) - 2020
- [c3]João E. Batista, Sara Silva:
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. CEC 2020: 1-8 - [c2]Nuno M. Rodrigues, João E. Batista, Sara Silva:
Ensemble Genetic Programming. EuroGP 2020: 151-166 - [i2]Nuno M. Rodrigues, João E. Batista, Sara Silva:
Ensemble Genetic Programming. CoRR abs/2001.07553 (2020) - [i1]João E. Batista, Sara Silva:
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. CoRR abs/2002.00053 (2020)
2010 – 2019
- 2019
- [c1]João E. Batista, Nuno M. Rodrigues, Sara Silva:
To adapt or not to adapt, or the beauty of random settings. GECCO (Companion) 2019: 336-337
Coauthor Index
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