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Guilherme Seidyo Imai Aldeia
Guilherme Seidyo Imai Aldeia
PhD student at Federal University of ABC (UFABC)
Adresă de e-mail confirmată pe ufabc.edu.br
Titlu
Citat de
Citat de
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Interaction–transformation evolutionary algorithm for symbolic regression
FO de Franca, GSI Aldeia
Evolutionary computation 29 (3), 367-390, 2021
482021
Measuring feature importance of symbolic regression models using partial effects
GSI Aldeia, FO de França
Proceedings of the genetic and evolutionary computation conference, 750-758, 2021
142021
A parametric study of interaction-transformation evolutionary algorithm for symbolic regression
GSI Aldeia, FO de Franca
2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020
122020
Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set
GSI Aldeia, FO de Franca
Genetic Programming and Evolvable Machines 23 (3), 309-349, 2022
112022
Lightweight symbolic regression with the interaction-transformation representation
GSI Aldeia, FO de Franca
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
112018
On the application of SEGAN for the attenuation of the ego-noise in the speech sound source localization problem
T Spadini, GSI Aldeia, G Barreto, K Alves, H Ferreira, R Suyama, ...
2019 Workshop on Communication Networks and Power Systems (WCNPS), 1-4, 2019
72019
Interaction-Transformation evolutionary algorithm with coefficients optimization
GSI Aldeia, FO de França
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
42022
Minimum variance threshold for epsilon-lexicase selection
GSI Aldeia, FO de Franca, WG La Cava
arXiv preprint arXiv:2404.05909, 2024
2024
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing
GSI Aldeia, FO de Franca, WG La Cava
arXiv preprint arXiv:2404.05898, 2024
2024
Um Estudo Paramétrico do Algoritmo Evolutivo baseado na representação Interação-Transformação para Regressão Simbólica
G Aldeia, F França
Anais Estendidos do XVI Simpósio Brasileiro de Sistemas de Informação, 174-174, 2020
2020
AVALIAÇÃO DA INTERPRETABILIDADE EM REGRESSÃO SIMBÓLICA
GSI ALDEIA
On the Semblance Based TDOA Algorithm for Sound Source Localization: a parametric study
GSI Aldeia, H Ferreira, K Nose Filho
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Articole 1–12