A hybrid genetic algorithm for constrained optimization problems in mechanical engineering. - Heder S. Bernardino; Helio J. C. Barbosa; Afonso C. C. Lemonge (IEEE Congress on Evolutionary Computation, 2007)

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 (IEEE Congress on Evolutionary Computation, 2008)

Grammar-Based Immune Programming for Symbolic Regression. - Heder S. Bernardino; Helio J. C. Barbosa (ICARIS, 2009)

Artificial Immune Systems for Optimization. - Heder S. Bernardino; Helio J. C. Barbosa (Nature-Inspired Algorithms for Optimisation, 2009)

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 (IEEE Congress on Evolutionary Computation, 2010)

Probabilistic performance profiles for the experimental evaluation of stochastic algorithms. - André da Motta Salles Barreto; Heder S. Bernardino; Helio J. C. Barbosa (GECCO, 2010)

A Faster Clonal Selection Algorithm for Expensive Optimization Problems. - Heder S. Bernardino; Helio J. C. Barbosa; Leonardo Goliatt da Fonseca (ICARIS, 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 (SEAL, 2010)

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 (EPIA, 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 (GECCO (Companion), 2011)

Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. - Heder S. Bernardino; Helio J. C. Barbosa (ICARIS, 2011)

Surrogate-assisted clonal selection algorithms for expensive optimization problems. - Heder S. Bernardino; Helio J. C. Barbosa; Leonardo Goliatt da Fonseca (Evol. Intell., 2011)

Grammar-based immune programming. - Heder S. Bernardino; Helio J. C. Barbosa (Nat. Comput., 2011)

A family of adaptive penalty schemes for steady-state genetic algorithms. - Afonso C. C. Lemonge; Helio J. C. Barbosa; Heder S. Bernardino (IEEE Congress on Evolutionary Computation, 2012)

A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model. - Leonardo Goliatt da Fonseca; Heder S. Bernardino; Helio J. C. Barbosa (ICCSA (1), 2012)

Programação imunológica gramatical para inferência automática de modelos e projeto ótimo de estruturas - Heder Soares Bernardino (2012)

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 (IEEE Congress on Evolutionary Computation, 2013)

Improving recruitment effectiveness using genetic programming techniques. - Douglas Adriano Augusto; Heder S. Bernardino; Helio J. C. Barbosa (GECCO (Companion), 2013)

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 (IEEE Congress on Evolutionary Computation, 2014)

Stealthy Path Planning Using Navigation Meshes. - Matheus R. F. Mendonça; Heder S. Bernardino; Raul Fonseca Neto (BRACIS, 2015)

Grammar-based immune programming to assist in the solution of functional equations. - Heder S. Bernardino; Helio J. C. Barbosa (CEC, 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 (CEC, 2015)

A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints. - Helio J. C. Barbosa; Rodrigo Araujo; Heder S. Bernardino (EPIA, 2015)

Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks. - Matheus R. F. Mendonça; Heder S. Bernardino; Raul Fonseca Neto (SBGames, 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)

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 (CEC, 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 (CEC, 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 (GECCO (Companion), 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 (LA-CCI, 2016)

A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. - Francisco A. L. Manfrini; Heder S. Bernardino; Helio J. C. Barbosa (PPSN, 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)

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 (CEC, 2017)

Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines. - Ana Amélia S. Pereira; Helio J. C. Barbosa; Heder S. Bernardino (EMO, 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)

Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits. - José Eduardo Henriques da Silva; Heder Bernardino (BRACIS, 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 (CEC, 2018)

Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. - Joao Marcos de Freitas; Felipe Rafael de Souza; Heder S. Bernardino (CEC, 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 (CEC, 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 (CEC, 2018)

Game State Evaluation Heuristics in General Video Game Playing. - Bruno S. Santos; Heder S. Bernardino (SBGames, 2018)

An Improved Rolling Horizon Evolution Algorithm with Shift Buffer for General Game Playing. - Bruno Santos; Heder Bernardino; Eduardo Hauck (SBGames, 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)

Reinforcement learning with optimized reward function for stealth applications. - Matheus R. F. Mendonça; Heder S. Bernardino; Raul Fonseca Neto (Entertain. Comput., 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)

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 (CEC, 2019)

A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers. - José Eduardo Henriques da Silva; Heder Soares Bernardino (EPIA (1), 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 (GECCO, 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 (LANOMS, 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 (LOD, 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 (LOD, 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)

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 (BRACIS (2), 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 (BRACIS (2), 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; Luciana C. D. Campos; Itamar Leite de Oliveira (CEC, 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)

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 (Blockchain, 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 (BRACIS (1), 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 (CEC, 2021)

Human Activity Recognition Using Parallel Cartesian Genetic Programming. - Bruno M. P. Silva; Heder S. Bernardino; Helio J. C. Barbosa (CEC, 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 (EPIA, 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 (EPIA, 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)

Single Electrode Energy on Clinical Brain-Computer Interface Challenge. - Gabriel Henrique de Souza; Heder Soares Bernardino; Alex Borges Vieira (Biomed. Signal Process. Control., 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)

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)

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)

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)

A comparative analysis of metaheuristics applied to adaptive curriculum sequencing. - André Ferreira Martins; Marcelo Machado 001; Heder Soares Bernardino; Jairo Francisco de Souza (Soft Comput., 2021)

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 (BRACIS (1), 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 (BRACIS (1), 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 (BRACIS (2), 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 (CEC, 2022)

Human activity recognition using grammar-based genetic programming. - João Marcos de Freitas; Heder Soares Bernardino; Luciana Brugiolo Gonçalves; Stênio Sã Rosário Furtado Soares (GECCO Companion, 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 (GECCO Companion, 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 (IJCNN, 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 (SBRC, 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)

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)

Window-Delay Analysis on EEGNet. - Gabriel Henrique de Souza; Davi Esteves Dos Santos; Heder Bernardino; Alex Borges Vieira; Luciana Paixão Motta (ISCMI, 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 (SSCI, 2023)

COVID-19 Detection Using Forced Cough Sounds and Medical Information. - Lucas Augusto Müller de Souza; Heder Bernardino; Jairo de Souza 001; Alex Borges Vieira (RITA, 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., 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., 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., 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., 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., 2023)

Euclidean Alignment for Transfer Learning in Multi-band Common Spatial Pattern. - Marcelo M. Amorim; Leonardo Prata; João Stephan Maurício; Alex Borges; Heder Bernardino; Gabriel Henrique de Souza (BRACIS (1), 2024)

Inferring Gene Regulatory Networks from Single-Cell RNA-Sequencing Experimental Data using Cartesian Genetic Programming. - José Eduardo Henriques da Silva; Heder S. Bernardino; Itamar Leite de Oliveira; José J. Camata; Patrick C. de Carvalho (CEC, 2024)

Short-Term Fourier Transform as Preprocessing for Common Spatial Pattern. - Ana Beatriz Lana Maciel Moreira Armond; Gabriel Henrique de Souza; Davi Esteves Dos Santos; Heder Soares Bernardino (IJCNN, 2024)

Short-term Forecasting of the Wind Power Generation of Brazilian Power Stations Using an LSTM Model. - Diego de Souza Martins; Heder Soares Bernardino; Luciana Conceição Dias Campos (SBSI, 2024)

An interactive reference-point-based method for incorporating user preferences in multi-objective structural optimization problems. - Dênis E. C. Vargas; Afonso C. C. Lemonge; Helio J. C. Barbosa; Heder S. Bernardino (Appl. Soft Comput., 2024)

A Data-Distribution and Successive Spline Points based discretization approach for evolving gene regulatory networks from scRNA-Seq time-series data using Cartesian Genetic Programming. - José Eduardo Henriques da Silva; Patrick C. de Carvalho; José J. Camata; Itamar Leite de Oliveira; Heder S. Bernardino (Biosyst., 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., 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, 2024)

Cryptoeconomic User Behavior in the Acute Stages of Geopolitical Conflict. - Jorão Gomes Jr.; Heder Bernardino; Alex Borges Vieira; Verena Dorner; Davor Svetinovic (IEEE Trans. Comput. Soc. Syst., 2024)

Predicting Access Frequency for Cost-Effective Allocation in Tiered Cloud Storage. - Flávio A. A. Motta; Glauber Dias Gonçalves; Heder S. Bernardino; Saulo Moraes Villela; Alex Borges Vieira (NOMS, 2025)

Real-Time Heart Failure Prediction: An Approach for Ambient Assisted Living. - Cristiano Paschoalim de Almeida; Heder Soares Bernardino; Jairo Francisco de Souza; Luciana Conceição Dias Campos (SBSI, 2025)

A survey of the methodological process of modeling, inference, and evaluation of gene regulatory networks using scRNA-Seq data. - José Eduardo Henriques da Silva; Heder S. Bernardino; Itamar Leite de Oliveira; José J. Camata (Biosyst., 2025)

Improving learning material repositories using student profiles. - Natalie Ferraz Silva Bravo; André Ferreira Martins; Thales Brito de Souza Fonseca Rodrigues; Marcelo Machado 001; Heder Soares Bernardino; Alex Borges Vieira; Helio José Corrêa Barbosa; Jairo Francisco de Souza (Soft Comput., 2025)

Classification of animal species via deep neural networks and species distribution modeling: a systematic review. - Mateus Braga Oliveira; Heder Soares Bernardino; Alex Borges Vieira; Douglas Adriano Augusto (Artif. Intell. Rev., 2025)