Heder S. Bernardino

According to our database, Heder S. Bernardino authored at least 85 papers between 2007 and 2024.

Collaborative distances:

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

2024

Exploring the solution space for adaptive curriculum sequencing: Study of a multi-objective approach.

João Vítor de Castro Martins Ferreira Nogueira, Heder Soares Bernardino, Jairo Francisco de Souza, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares

Internet Things, April, 2024

Solving multi-objective truss structural optimization problems considering natural frequencies of vibration and automatic member grouping.

Érica C. R. Carvalho, José P. G. Carvalho, Heder S. Bernardino, Afonso C. C. Lemonge, Patrícia H. Hallak, Dênis E. C. Vargas

Evol. Intell., April, 2024

2023

Mapping user behaviors to identify professional accounts in Ethereum using semi-supervised learning.

Júlia Almeida Valadares, Saulo Moraes Villela, Heder Soares Bernardino, Glauber Dias Gonçalves, Alex Borges Vieira

Expert Syst. Appl., November, 2023

An adaptive mutation for cartesian genetic programming using an ε-greedy strategy.

Frederico José Dias Möller, Heder Soares Bernardino, Stênio Sã Rosário Furtado Soares, Lucas Augusto Müller de Souza

Appl. Intell., November, 2023

Solving Multi-Agent Pickup and Delivery Problems using Multiobjective Optimization.

Ana Carolina L. C. Queiroz, Alex Borges Vieira, Heder Bernardino

J. Intell. Robotic Syst., October, 2023

Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space.

Jaqueline S. Angelo, Helio J. C. Barbosa, Heder S. Bernardino

Evol. Intell., April, 2023

Indexing, enriching, and understanding Brazilian missing person cases from data of distributed repositories on the web.

Jorão Gomes Jr., Heder Soares Bernardino, Jairo Francisco de Souza, Enayat Rajabi

AI Soc., April, 2023

Residual Attention Module on EEGN et for Brain-Computer Interface.

Davi Esteves Dos Santos, Gabriel Henrique de Souza, Heder Bernardino, Alex Borges Vieira, Luciana Paixão Motta

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022

Analysis of account behaviors in Ethereum during an economic impact event.

Pedro Henrique F. S. Oliveira, Daniel Muller Rezende, Heder Soares Bernardino, Saulo Moraes Villela, Alex Borges Vieira

CoRR, 2022

A variable neighborhood descent with ant colony optimization to solve a bilevel problem with station location and vehicle routing.

Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves

Appl. Intell., 2022

Previsão da Classe de Frequência de Acesso de Objetos em Serviços de Armazenamento em Nuvem.

Flávio A. A. Motta, Patrick R. P. Lemes, Glauber D. Golçalves, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira

Proceedings of the 40th Brazilian Symposium on Computer Networks and Distributed Systems, 2022

Analyzing Data Augmentation Methods for Convolutional Neural Network-based Brain-Computer Interfaces.

Gabriel Faria, Gabriel Henrique de Souza, Heder Bernardino, Luciana Motta, Alex Borges Vieira

Proceedings of the International Joint Conference on Neural Networks, 2022

High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data.

Luciana Nascimento Santana Prachedes, José Eduardo Henriques da Silva, Heder Soares Bernardino, Itamar Leite de Oliveira

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Human activity recognition using grammar-based genetic programming.

João Marcos de Freitas, Heder Soares Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Automated Machine Learning for Time Series Prediction.

Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio José Corrêa Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

A Reward Function Using Image Processing for a Deep Reinforcement Learning Approach Applied to the Sonic the Hedgehog Game.

Felipe Rafael de Souza, Thiago Silva Miranda, Heder Soares Bernardino

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

Feature Extraction for a Genetic Programming-Based Brain-Computer Interface.

Gabriel Henrique de Souza, Gabriel Faria, Luciana Paixão Motta, Heder Soares Bernardino, Alex Borges Vieira

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

A Grammar-based Genetic Programming Hyper-Heuristic for Corridor Allocation Problem.

Rafael F. R. Correa, Heder S. Bernardino, João Marcos de Freitas, Stênio Sã Rosário Furtado Soares, Luciana Brugiolo Gonçalves, Lorenza Leão Oliveira Moreno

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

2021

A comparative analysis of metaheuristics applied to adaptive curriculum sequencing.

André Ferreira Martins, Marcelo Machado, Heder Soares Bernardino, Jairo Francisco de Souza

Soft Comput., 2021

Fighting Under-price DoS Attack in Ethereum with Machine Learning Techniques.

José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Almeida Valadares, Alex Borges Vieira, Heder S. Bernardino, Saulo Moraes Villela, Glauber Dias Gonçalves

SIGMETRICS Perform. Evaluation Rev., 2021

Analyzing Transaction Confirmation in Ethereum Using Machine Learning Techniques.

Vinicius C. Oliveira, Júlia Almeida Valadares, José Eduardo de Azevedo Sousa, Alex Borges Vieira, Heder Soares Bernardino, Saulo Moraes Villela, Glauber Dias Gonçalves

SIGMETRICS Perform. Evaluation Rev., 2021

Forecasting the carsharing service demand using uni and multivariable models.

Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Felipe Rooke, Heder Soares Bernardino, Alex Borges Vieira

J. Internet Serv. Appl., 2021

An analysis of the fees and pending time correlation in Ethereum.

José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Valadares, Glauber Dias Gonçalves, Saulo Moraes Villela, Heder Soares Bernardino, Alex Borges Vieira

Int. J. Netw. Manag., 2021

Single Electrode Energy on Clinical Brain-Computer Interface Challenge.

Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira

Biomed. Signal Process. Control., 2021

Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature.

Marcelo de Oliveira Costa Machado, Natalie Ferraz Silva Bravo, André Ferreira Martins, Heder Soares Bernardino, Eduardo Barrére, Jairo Francisco de Souza

Artif. Intell. Rev., 2021

Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface.

Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira, Helio José Corrêa Barbosa

Proceedings of the Progress in Artificial Intelligence, 2021

Solving a Bilevel Problem with Station Location and Vehicle Routing Using Variable Neighborhood Descent and Ant Colony Optimization.

Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves

Proceedings of the Progress in Artificial Intelligence, 2021

Human Activity Recognition Using Parallel Cartesian Genetic Programming.

Bruno M. P. Silva, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Cheapest Insertion and Disruption of Routes Operators for Solving Multi-Depot Electric Vehicle Location Routing Problem with Time Windows and Battery Swapping via GRASP and RVND.

Bráulio M. O. Portela, Heder S. Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data.

José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, Alex Borges Vieira, Helio J. C. Barbosa

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

Identifying User Behavior Profiles in Ethereum Using Machine Learning Techniques.

Júlia Almeida Valadares, Vinicius C. Oliveira, José Eduardo de Azevedo Sousa, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira, Glauber D. Gonçalves

Proceedings of the 2021 IEEE International Conference on Blockchain, 2021

2020

A benchmark suite for designing combinational logic circuits via metaheuristics.

Lucas Augusto Müller de Souza, José Eduardo Henriques da Silva, Luciano Jerez Chaves, Heder Soares Bernardino

Appl. Soft Comput., 2020

Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics.

José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Campos Luciana C. D., Itamar Leite de Oliveira

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm.

Ana Carolina L. C. Queiroz, Heder S. Bernardino, Alex Borges Vieira, Helio J. C. Barbosa

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits.

Frederico José Dias Möller, Heder Soares Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

An improved differential evolution algorithm for optimization including linear equality constraints.

Helio J. C. Barbosa, Heder S. Bernardino, Jaqueline S. Angelo

Memetic Comput., 2019

Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic Circuits.

José Eduardo Henriques da Silva, Lucas Augusto Müller de Souza, Heder Soares Bernardino

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size.

Leandro S. Lima, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

An Analysis of the Fees and Pending Time Correlation in Ethereum.

José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Valadares, Alex Borges Vieira, Heder Soares Bernardino, Glauber Dias Gonçalves

Proceedings of the 9th Latin American Network Operations and Management Symposium, 2019

Differential evolution based spatial filter optimization for brain-computer interface.

Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira, Helio J. C. Barbosa

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers.

José Eduardo Henriques da Silva, Heder Soares Bernardino

Proceedings of the Progress in Artificial Intelligence, 2019

On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches.

Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming.

Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa

Expert Syst. Appl., 2018

Reinforcement learning with optimized reward function for stealth applications.

Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto

Entertain. Comput., 2018

Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology.

Rafael V. Veiga, Helio J. C. Barbosa, Heder S. Bernardino, Joao Marcos de Freitas, Caroline A. Feitosa, Sheila M. A. Matos, Neuza M. Alcantara-Neves, Maurício Lima Barreto

BMC Bioinform., 2018

An Improved Rolling Horizon Evolution Algorithm with Shift Buffer for General Game Playing.

Bruno Santos, Heder Bernardino, Eduardo Hauck

Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018

Game State Evaluation Heuristics in General Video Game Playing.

Bruno S. Santos, Heder S. Bernardino

Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018

Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks.

Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems.

Flávio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar Leite de Oliveira, Helio J. C. Barbosa

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Evolving Controllers for Mario AI Using Grammar-based Genetic Programming.

Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints.

Heder S. Bernardino, Helio J. C. Barbosa, Jaqueline S. Angelo

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits.

José Eduardo Henriques da Silva, Heder Bernardino

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

A massively parallel Grammatical Evolution technique with OpenCL.

Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa

J. Parallel Distributed Comput., 2017

Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines.

Ana Amélia S. Pereira, Helio J. C. Barbosa, Heder S. Bernardino

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Solving a Multiobjective Caloric-Restricted Diet Problem using Differential Evolution.

João Gabriel Rocha Silva, Heder Soares Bernardino, Helio José Corrêa Barbosa, Iago Augusto de Carvalho, Vinícius da Fonseca Vieira, Michelli Marlane Silva Loureiro, Carolina Ribeiro Xavier

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Development of an open-source web-based intervention for Brazilian smokers - Viva sem Tabaco.

Henrique Pinto Gomide, Heder Soares Bernardino, Kimber Richter, Leonardo F. Martins, Telmo Mota Ronzani

BMC Medical Informatics Decis. Mak., 2016

A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits.

Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

A parallel multi-GPU Clonal Selection Algorithm for optimization using OpenCL and OpenMP.

Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits.

Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

An initialization method for grammatical evolution assisted by decision trees.

Igor L. S. Russo, Heder S. Bernardino, Carlos Cristiano H. Borges, Helio J. C. Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A differential evolution algorithm for bilevel problems including linear equality constraints.

Karla A. P. Lagares, Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint.

Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa

Adv. Eng. Softw., 2015

Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks.

Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto

Proceedings of the 14th Brazilian Symposium on Computer Games and Digital Entertainment, 2015

A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints.

Helio J. C. Barbosa, Rodrigo Araujo, Heder S. Bernardino

Proceedings of the Progress in Artificial Intelligence, 2015

Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma.

Rafael V. Veiga, Joao Marcos de Freitas, Heder S. Bernardino, Helio J. C. Barbosa, Neuza M. Alcantara-Neves

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Grammar-based immune programming to assist in the solution of functional equations.

Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Stealthy Path Planning Using Navigation Meshes.

Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

Optimization of combinational logic circuits through decomposition of truth table and evolution of sub-circuits.

Francisco A. L. Manfrini, Helio J. C. Barbosa, Heder S. Bernardino

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Improving recruitment effectiveness using genetic programming techniques.

Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Differential evolution with the Adaptive Penalty Method for constrained multiobjective optimization.

Dênis E. C. Vargas, Afonso C. C. Lemonge, Helio José Corrêa Barbosa, Heder S. Bernardino

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model.

Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

A family of adaptive penalty schemes for steady-state genetic algorithms.

Afonso C. C. Lemonge, Helio J. C. Barbosa, Heder S. Bernardino

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Grammar-based immune programming.

Heder S. Bernardino, Helio J. C. Barbosa

Nat. Comput., 2011

Surrogate-assisted clonal selection algorithms for expensive optimization problems.

Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca

Evol. Intell., 2011

Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming.

Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Artificial Immune Systems - 10th International Conference, 2011

A new approach for generating numerical constants in grammatical evolution.

Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino

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

Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method.

Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino

Proceedings of the Progress in Artificial Intelligence, 2011

2010

Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems.

Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

A Faster Clonal Selection Algorithm for Expensive Optimization Problems.

Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca

Proceedings of the Artificial Immune Systems, 9th International Conference, 2010

Probabilistic performance profiles for the experimental evaluation of stochastic algorithms.

André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition.

Helio J. C. Barbosa, Heder S. Bernardino, André da Motta Salles Barreto

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Artificial Immune Systems for Optimization.

Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009

Grammar-Based Immune Programming for Symbolic Regression.

Heder S. Bernardino, Helio J. C. Barbosa

Proceedings of the Artificial Immune Systems, 8th International Conference, 2009

2008

A new hybrid AIS-GA for constrained optimization problems in mechanical engineering.

Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

A hybrid genetic algorithm for constrained optimization problems in mechanical engineering.

Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge

Proceedings of the IEEE Congress on Evolutionary Computation, 2007