João E. Batista

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Feature Construction

Symbolic Regression

Financial Forecasting

Feature Selection

Top Venues

GECCO (Companion)

Publications

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) (2024)
João E. Batista, Sara Silva
Evolving a cloud-robust water index with genetic programming. GECCO Companion (2022)
João E. Batista, Sara Silva
Comparative study of classifier performance using automatic feature construction by M3GP. CEC (2022)
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)
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 (2021)
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) (2021)
João E. Batista, Sara Silva
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. CoRR (2020)
João E. Batista, Sara Silva
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. CEC (2020)
Nuno M. Rodrigues, João E. Batista, Sara Silva
Ensemble Genetic Programming. EuroGP (2020)
Nuno M. Rodrigues, João E. Batista, Sara Silva
Ensemble Genetic Programming. CoRR (2020)
João E. Batista, Nuno M. Rodrigues, Sara Silva
To adapt or not to adapt, or the beauty of random settings. GECCO (Companion) (2019)
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 (2013)