Guilherme Seidyo Imai Aldeia

18 papers A 3B 2Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Call for Action: towards the next generation of symbolic regression benchmark. GECCO Companion Guilherme Seidyo Imai Aldeia, Hengzhe Zhang, Geoffrey F. Bomarito, Miles D. Cranmer, Alcides Fonseca, Bogdan Burlacu, William G. La Cava, Fabrício Olivetti de França
2025	J	`jnl`	Call for Action: towards the next generation of symbolic regression benchmark. CoRR Guilherme Seidyo Imai Aldeia, Hengzhe Zhang, Geoffrey F. Bomarito, Miles D. Cranmer, Alcides Fonseca, Bogdan Burlacu, William G. La Cava, Fabrício Olivetti de França
2025	J	`jnl`	Current Challenges of Symbolic Regression: Optimization, Selection, Model Simplification, and Benchmarking. CoRR Guilherme Seidyo Imai Aldeia
2025	—	`conf`	Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models. MLHC Guilherme Seidyo Imai Aldeia, Daniel S. Herman, William G. La Cava
2025	J	`jnl`	Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models. CoRR Guilherme Seidyo Imai Aldeia, Daniel S. Herman, William G. La Cava
2025	J	`jnl`	Towards symbolic regression for interpretable clinical decision scores. CoRR Guilherme Seidyo Imai Aldeia, Joseph D. Romano, Fabrício Olivetti de França, Daniel S. Herman, William G. La Cava
2024	A	`conf`	Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. GECCO Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
2024	J	`jnl`	Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. CoRR Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
2024	J	`jnl`	Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set. CoRR Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
2024	A	`conf`	Minimum variance threshold for epsilon-lexicase selection. GECCO Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
2024	J	`jnl`	Minimum variance threshold for epsilon-lexicase selection. CoRR Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França, William G. La Cava
2022	—	`conf`	Interaction-transformation evolutionary algorithm with coefficients optimization. GECCO Companion Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
2022	J	`jnl`	Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set. Genet. Program. Evolvable Mach. Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
2021	J	`jnl`	Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Evol. Comput. Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
2021	A	`conf`	Measuring feature importance of symbolic regression models using partial effects. GECCO Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
2020	B	`conf`	A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CEC Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França
2019	J	`jnl`	Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. CoRR Fabrício Olivetti de França, Guilherme Seidyo Imai Aldeia
2018	B	`conf`	Lightweight Symbolic Regression with the Interaction - Transformation Representation. CEC Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França