Heder Soares Bernardino

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Benchmark Suite

Genetic Programming

Top Venues

GECCO Companion

SIGMETRICS Perform. Evaluation Rev.

Publications

Diego de Souza Martins, Heder Soares Bernardino, Luciana Conceição Dias Campos
Short-term Forecasting of the Wind Power Generation of Brazilian Power Stations Using an LSTM Model. SBSI (2024)
João Vítor de Castro Martins Ferreira Nogueira, Heder Soares Bernardino, Jairo Francisco de Souza, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares
Exploring the solution space for adaptive curriculum sequencing: Study of a multi-objective approach. Internet Things 25 (2024)
Jorão Gomes Jr., Heder Soares Bernardino, Jairo Francisco de Souza, Enayat Rajabi
Indexing, enriching, and understanding Brazilian missing person cases from data of distributed repositories on the web. AI Soc. 38 (2) (2023)
Júlia Almeida Valadares, Saulo Moraes Villela, Heder Soares Bernardino, Glauber Dias Gonçalves, Alex Borges Vieira
Mapping user behaviors to identify professional accounts in Ethereum using semi-supervised learning. Expert Syst. Appl. 229 (Part B) (2023)
Frederico José Dias Möller, Heder Soares Bernardino, Stênio Sã Rosário Furtado Soares, Lucas Augusto Müller de Souza
An adaptive mutation for cartesian genetic programming using an ε-greedy strategy. Appl. Intell. 53 (22) (2023)
Luciana Nascimento Santana Prachedes, José Eduardo Henriques da Silva, Heder Soares Bernardino, Itamar Leite de Oliveira
High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data. GECCO Companion (2022)
Pedro Henrique F. S. Oliveira, Daniel Muller Rezende, Heder Soares Bernardino, Saulo Moraes Villela, Alex Borges Vieira
Analysis of account behaviors in Ethereum during an economic impact event. CoRR (2022)
Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio José Corrêa Barbosa
Automated Machine Learning for Time Series Prediction. CEC (2022)
João Marcos de Freitas, Heder Soares Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares
Human activity recognition using grammar-based genetic programming. GECCO Companion (2022)
Gabriel Henrique de Souza, Gabriel Faria, Luciana Motta, Heder Soares Bernardino, Alex Borges Vieira
Feature Extraction for a Genetic Programming-Based Brain-Computer Interface. BRACIS (1) (2022)
Felipe Rafael de Souza, Thiago Silva Miranda, Heder Soares Bernardino
A Reward Function Using Image Processing for a Deep Reinforcement Learning Approach Applied to the Sonic the Hedgehog Game. BRACIS (2) (2022)
Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira, Helio José Corrêa Barbosa
Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface. EPIA (2021)
Vinicius C. Oliveira, Júlia Almeida Valadares, José Eduardo de Azevedo Sousa, Alex Borges Vieira, Heder Soares Bernardino, Saulo Moraes Villela, Glauber Dias Gonçalves
Analyzing Transaction Confirmation in Ethereum Using Machine Learning Techniques. SIGMETRICS Perform. Evaluation Rev. 48 (4) (2021)
André Ferreira Martins, Marcelo Machado, Heder Soares Bernardino, Jairo Francisco de Souza
A comparative analysis of metaheuristics applied to adaptive curriculum sequencing. Soft Comput. 25 (16) (2021)
Marcelo de Oliveira Costa Machado, Natalie Ferraz Silva Bravo, André Ferreira Martins, Heder Soares Bernardino, Eduardo Barrére, Jairo Francisco de Souza
Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature. Artif. Intell. Rev. 54 (1) (2021)
Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira
Single Electrode Energy on Clinical Brain-Computer Interface Challenge. Biomed. Signal Process. Control. 70 (2021)
José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Valadares, Glauber Dias Gonçalves, Saulo Moraes Villela, Heder Soares Bernardino, Alex Borges Vieira
An analysis of the fees and pending time correlation in Ethereum. Int. J. Netw. Manag. 31 (3) (2021)
Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Felipe Rooke, Heder Soares Bernardino, Alex Borges Vieira
Forecasting the carsharing service demand using uni and multivariable models. J. Internet Serv. Appl. 12 (1) (2021)
Lucas Augusto Müller de Souza, José Eduardo Henriques da Silva, Luciano Jerez Chaves, Heder Soares Bernardino
A benchmark suite for designing combinational logic circuits via metaheuristics. Appl. Soft Comput. 91 (2020)
Frederico José Dias Möller, Heder Soares Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares
A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits. BRACIS (2) (2020)
José Eduardo Henriques da Silva, Heder Soares Bernardino
A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers. EPIA (1) (2019)
Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira, Helio J. C. Barbosa
Differential evolution based spatial filter optimization for brain-computer interface. GECCO (2019)
José Eduardo Henriques da Silva, Lucas Augusto Müller de Souza, Heder Soares Bernardino
Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic Circuits. LOD (2019)
José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Valadares, Alex Borges Vieira, Heder Soares Bernardino, Glauber Dias Gonçalves
An Analysis of the Fees and Pending Time Correlation in Ethereum. LANOMS (2019)
João Gabriel Rocha Silva, Heder Soares Bernardino, Helio José Corrêa Barbosa, Iago Augusto de Carvalho, Vinicius da Fonseca Vieira, Michelli Marlane Silva Loureiro, Carolina Ribeiro Xavier
Solving a Multiobjective Caloric-Restricted Diet Problem using Differential Evolution. CEC (2017)
Henrique Pinto Gomide, Heder Soares Bernardino, Kimber Richter, Leonardo F. Martins, Telmo Mota Ronzani
Development of an open-source web-based intervention for Brazilian smokers - Viva sem Tabaco. BMC Medical Informatics Decis. Mak. 16 (2016)