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ORCIDGuilherme Seidyo Imai Aldeia
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Journal Articles
- 2022
[j2]Guilherme Seidyo Imai Aldeia
, Fabrício Olivetti de França:
Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set. Genet. Program. Evolvable Mach. 23(3): 309-349 (2022)- 2021
- [j1]Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia:
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Evol. Comput. 29(3): 367-390 (2021)
Conference and Workshop Papers
- 2024
- [c6]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava:
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. GECCO 2024 - [c5]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava:
Minimum variance threshold for epsilon-lexicase selection. GECCO 2024 - 2022
- [c4]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
Interaction-transformation evolutionary algorithm with coefficients optimization. GECCO Companion 2022: 2274-2281 - 2021
- [c3]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
Measuring feature importance of symbolic regression models using partial effects. GECCO 2021: 750-758 - 2020
- [c2]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CEC 2020: 1-8 - 2018
- [c1]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
Lightweight Symbolic Regression with the Interaction - Transformation Representation. CEC 2018: 1-8
Informal and Other Publications
- 2024
- [i4]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava:
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. CoRR abs/2404.05898 (2024) - [i3]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set. CoRR abs/2404.05908 (2024) - [i2]Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava:
Minimum variance threshold for epsilon-lexicase selection. CoRR abs/2404.05909 (2024) - 2019
- [i1]Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia:
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CoRR abs/1902.03983 (2019)
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