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João E. Batista
João E. Batista
LASIGE, Informática, Faculdade de Ciências, Universidade de Lisboa
Verified email at fc.ul.pt - Homepage
Title
Cited by
Cited by
Year
Ensemble genetic programming
NM Rodrigues, JE Batista, S Silva
European Conference on Genetic Programming (Part of EvoStar), 151-166, 2020
252020
Improving Land Cover Classification Using Genetic Programming for Feature Construction
JE Batista, AIR Cabral, MJP Vasconcelos, L Vanneschi, S Silva
Remote Sensing 13 (9), 1623, 2021
152021
Artificial Intelligence Meets Marine Ecotoxicology: Applying Deep Learning to Bio-Optical Data from Marine Diatoms Exposed to Legacy and Emerging Contaminants
NM Rodrigues, JE Batista, P Mariano, V Fonseca, B Duarte, S Silva
Biology 10 (9), 932, 2021
132021
Plotting time: On the usage of CNNs for time series classification
NM Rodrigues, JE Batista, L Trujillo, B Duarte, M Giacobini, L Vanneschi, ...
arXiv preprint arXiv:2102.04179, 2021
122021
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP
JE Batista, S Silva
2020 IEEE Congress on Evolutionary Computation (CEC), 2020
102020
Optical time series for the separation of land cover types with similar spectral signatures: cocoa agroforest and forest
JE Batista, NM Rodrigues, AIR Cabral, MJP Vasconcelos, A Venturieri, ...
International Journal of Remote Sensing 43 (9), 3298-3319, 2022
82022
SLUG: Feature selection using genetic algorithms and genetic programming
NM Rodrigues, JE Batista, W La Cava, L Vanneschi, S Silva
European Conference on Genetic Programming (Part of EvoStar), 68-84, 2022
82022
Comparative study of classifier performance using automatic feature construction by M3GP
JE Batista, S Silva
2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022
42022
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers
P Carvalho, B Ribeiro, NM Rodrigues, JE Batista, L Vanneschi, S Silva
International Conference on the Applications of Evolutionary Computation …, 2023
12023
Evolving a cloud-robust water index with genetic programming
JE Batista, S Silva
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
12022
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming
NM Rodrigues, JE Batista, WL Cava, L Vanneschi, S Silva
SN Computer Science 5, 2023
2023
Evolutionary Machine Learning in Environmental Science
JE Batista, S Silva
Handbook of Evolutionary Machine Learning, 563-590, 2023
2023
To adapt or not to adapt, or the beauty of random settings
JE Batista, NM Rodrigues, S Silva
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
2019
Studying Elements of Genetic Programming for Multiclass Classification
JE Batista
2018
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