Guilherme Seidyo Imai Aldeia

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Evolution Strategy

Symbolic Regression

Genetic Programming

Top Venues

GECCO Companion

Publications

Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Minimum variance threshold for epsilon-lexicase selection. GECCO (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Minimum variance threshold for epsilon-lexicase selection. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. CoRR (2024)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. GECCO (2024)
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) (2022)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Interaction-transformation evolutionary algorithm with coefficients optimization. GECCO Companion (2022)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Measuring feature importance of symbolic regression models using partial effects. GECCO (2021)
Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Evol. Comput. 29 (3) (2021)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CEC (2020)
Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CoRR (2019)
Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
Lightweight Symbolic Regression with the Interaction - Transformation Representation. CEC (2018)