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Guilherme Seidyo Imai Aldeia
Guilherme Seidyo Imai Aldeia
PhD student at Federal University of ABC (UFABC)
Verified email at ufabc.edu.br
Title
Cited by
Cited by
Year
Interaction–transformation evolutionary algorithm for symbolic regression
FO de Franca, GSI Aldeia
Evolutionary computation 29 (3), 367-390, 2021
462021
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
Lightweight symbolic regression with the interaction-transformation representation
GSI Aldeia, FO de Franca
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
112018
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
92022
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
62019
Interaction-Transformation evolutionary algorithm with coefficients optimization
GSI Aldeia, FO de França
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
32022
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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