| Ensemble genetic programming NM Rodrigues, JE Batista, S Silva European Conference on Genetic Programming (Part of EvoStar), 151-166, 2020 | 36 | 2020 |
| 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 | 22 | 2021 |
| 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 | 16 | 2022 |
| 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 | 15 | 2021 |
| 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 | 14 | 2021 |
| 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 | 13 | 2020 |
| 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 | 12 | 2022 |
| 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 | 11 | 2022 |
| 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 | 2 | 2023 |
| Evolving a cloud-robust water index with genetic programming JE Batista, S Silva Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 2 | 2022 |
| Measuring structural complexity of gp models for feature engineering over the generations JE Batista, AK Pindur, H Iba, S Silva 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| Studying Elements of Genetic Programming for Multiclass Classification JE Batista | 1 | 2018 |
| M6GP: Multiobjective Feature Engineering JE Batista, NM Rodrigues, L Vanneschi, S Silva 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | | 2024 |
| Complexity, Interpretability and Robustness of GP-Based Feature Engineering in Remote Sensing JE Batista, AK Pindur, AIR Cabral, H Iba, S Silva Available at SSRN 4851076, 2024 | | 2024 |
| Evoboard: Geoboard-Inspired Evolved Typefonts JE Batista, F Garrow, C Huesca-Spairani, T Martins International Conference on Computational Intelligence in Music, Sound, Art …, 2024 | | 2024 |
| Evolving Robust and Readable Land Cover Models for Improved Forest Monitoring JE Batista Faculdade de Ciências da Universidade de Lisboa, 2024 | | 2024 |
| 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 |
Sara SilvaLASIGE, Informática, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt