Rodrigo C. P. Silva

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Continuous Optimization

Top Venues

GECCO (Companion)

Comput. Biol. Medicine

Publications

Sammuel Ramos Silva, Rodrigo C. P. Silva
FeatGeNN: Improving Model Performance for Tabular Data with Correlation-Based Feature Extraction. BRACIS (1) (2023)
Marcel Chacon Gonçalves, Rodrigo C. P. Silva
The Effect of Statistical Hypothesis Testing on Machine Learning Model Selection. BRACIS (2) (2023)
Pedro Silva, Eduardo Luz, Larissa Silva, Caio Gonçalves, Dênis Oliveira, Rodrigo C. P. Silva, Gladston Moreira
Deep Learning-Based COVID-19 Screening Using Photographs of Chest X-Rays Displayed in Computer Monitors. BRACIS (2) (2022)
Rodolfo Ayala Lopes, Rodrigo C. P. Silva, Alan R. R. de Freitas
An abstract interface for large-scale continuous optimization decomposition methods. GECCO Companion (2021)
Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo C. P. Silva, Frederico Gadelha Guimarães
Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs. Comput. Biol. Medicine 132 (2021)
Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions. CoRR (2020)
Rodrigo C. P. Silva, Min Li, Vahid Ghorbanian, Frederico G. Guimarães, David A. Lowther
Robust Design with Surrogate-Assisted Evolutionary Algorithm: Does It Work? BIOMA (2018)
Rodrigo C. P. Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
A study on self-configuration in the differential evolution algorithm. SDE (2014)
Alan R. R. de Freitas, Rodrigo C. P. Silva, Frederico G. Guimarães
On the visualization of trade-offs and reducibility in many-objective optimization. GECCO (Companion) (2014)
Ricardo S. Prado, Rodrigo C. P. Silva, Frederico G. Guimarães, Oriane M. Neto
Using differential evolution for combinatorial optimization: A general approach. SMC (2010)