Rodrigo César Pedrosa Silva

According to our database, Rodrigo César Pedrosa Silva authored at least 30 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

FeatGeNN: Improving Model Performance for Tabular Data with Correlation-Based Feature Extraction.

Sammuel Ramos Silva, Rodrigo C. P. Silva

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

The Effect of Statistical Hypothesis Testing on Machine Learning Model Selection.

Marcel Chacon Gonçalves, Rodrigo C. P. Silva

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications.

Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães

Neurocomputing, 2022

A Decidability-Based Loss Function.

Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz

Proceedings of the International Joint Conference on Neural Networks, 2022

Deep Learning-Based COVID-19 Screening Using Photographs of Chest X-Rays Displayed in Computer Monitors.

Pedro Silva, Eduardo Luz, Larissa Silva, Caio Gonçalves, Dênis Oliveira, Rodrigo C. P. Silva, Gladston Moreira

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Local Search with Groups of Step Sizes.

Rodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva

Oper. Res. Lett., 2021

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.

Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo C. P. Silva, Frederico Gadelha Guimarães

Comput. Biol. Medicine, 2021

An abstract interface for large-scale continuous optimization decomposition methods.

Rodolfo Ayala Lopes, Rodrigo C. P. Silva, Alan R. R. de Freitas

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions.

Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva

CoRR, 2020

Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images.

Eduardo José da S. Luz, Pedro Henrique Lopes Silva, Rodrigo César Pedrosa Silva, Ludmila Silva, Gladston Moreira, David Menotti

CoRR, 2020

Forecasting in non-stationary environments with fuzzy time series.

Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo César Pedrosa Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães

Appl. Soft Comput., 2020

Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps.

Omid Orang, Rodrigo César Pedrosa Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Applying Genetic Programming to Improve Interpretability in Machine Learning Models.

Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo César Pedrosa Silva

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2018

Multiple Operating Points Based Optimization: Application to Fractional Slot Concentrated Winding Electric Motors.

Rodrigo César Pedrosa Silva, Tanvir Rahman, Mohammad Hossain Mohammadi, David Alister Lowther

IEEE Trans. Ind. Electron., 2018

Robust Design with Surrogate-Assisted Evolutionary Algorithm: Does It Work?

Rodrigo C. P. Silva, Min Li, Vahid Ghorbanian, Frederico G. Guimarães, David A. Lowther

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2016

Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.

Vitor Nazário Coelho, Igor Machado Coelho, Marcone J. F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo César Pedrosa Silva, Frederico G. Guimarães

Evol. Comput., 2016

2014

Memetic self-adaptive evolution strategies applied to the maximum diversity problem.

Alan R. R. de Freitas, Frederico Gadelha Guimarães, Rodrigo César Pedrosa Silva, Marcone Jamilson Freitas Souza

Optim. Lett., 2014

Differential evolution using ancestor tree for service restoration in power distribution systems.

Ricardo S. Prado, Rodrigo César Pedrosa Silva, Oriane M. Neto, Frederico G. Guimarães, Danilo Sipoli Sanches, João Bosco A. London Jr., Alexandre C. B. Delbem

Appl. Soft Comput., 2014

A study on self-configuration in the differential evolution algorithm.

Rodrigo C. P. Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães

Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

A study on the configuration of migratory flows in island model differential evolution.

Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Alan R. R. de Freitas, Felipe Campelo, Frederico G. Guimarães

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

On the visualization of trade-offs and reducibility in many-objective optimization.

Alan R. R. de Freitas, Rodrigo C. P. Silva, Frederico G. Guimarães

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Flow Shop Scheduling Using a General Approach for Differential Evolution.

Frederico Gadelha Guimarães, Rodrigo César Pedrosa Silva, Ricardo Sérgio Prado, Oriane Magela Neto, Donald Davendra

Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Dynamic selection of migration flows in island model differential evolution.

Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers.

A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico G. Guimarães

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms.

Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms.

Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Differential Evolution and Perceptron Decision Trees for Classification Tasks.

Rodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2011

Self-adaptive mutation in the differential evolution.

Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Frederico Gadelha Guimarães

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

A New Differential Evolution Based Metaheuristic for Discrete Optimization.

Ricardo Sérgio Prado, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães, Oriane Magela Neto

Int. J. Nat. Comput. Res., 2010

Using differential evolution for combinatorial optimization: A general approach.

Ricardo S. Prado, Rodrigo C. P. Silva, Frederico G. Guimarães, Oriane M. Neto

Proceedings of the IEEE International Conference on Systems, 2010