Lightweight Symbolic Regression with the Interaction - Transformation Representation. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França (CEC, 2018)

A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França (CEC, 2020)

Measuring feature importance of symbolic regression models using partial effects. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França (GECCO, 2021)

Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. - Fabrício Olivetti de França; Guilherme Seidyo Imai Aldeia (Evol. Comput., 2021)

Interaction-transformation evolutionary algorithm with coefficients optimization. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França (GECCO Companion, 2022)

Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França (Genet. Program. Evolvable Mach., 2022)

Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França; William G. La Cava (GECCO, 2024)

Minimum variance threshold for epsilon-lexicase selection. - Guilherme Seidyo Imai Aldeia; Fabrício Olivetti de França; William G. La Cava (GECCO, 2024)

Call for Action: towards the next generation of symbolic regression benchmark. - Guilherme Seidyo Imai Aldeia; Hengzhe Zhang; Geoffrey F. Bomarito; Miles D. Cranmer; Alcides Fonseca; Bogdan Burlacu; William G. La Cava; Fabrício Olivetti de França (CoRR, 2025)

Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models. - Guilherme Seidyo Imai Aldeia; Daniel S. Herman; William G. La Cava (CoRR, 2025)