Helio J. C. Barbosa

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 42

Top Topics

Protein Structure Prediction

Optimization Problems

Differential Evolution

Genetic Programming

Top Venues

GECCO (Companion)

Publications

Jaqueline S. Angelo, Helio J. C. Barbosa, Heder S. Bernardino
Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space. Evol. Intell. 16 (2) (2023)
Celio H. N. Larcher Jr., Helio J. C. Barbosa
Evaluating Models with Dynamic Sampling Holdout in Auto-ML. SN Comput. Sci. 3 (6) (2022)
Igor L. S. Russo, Helio J. C. Barbosa
A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. CEC (2022)
Amanda S. Dufek, Douglas Adriano Augusto, Helio J. C. Barbosa, Pedro L. S. Dias, Jack R. Deslippe
An efficient fault-tolerant communication algorithm for population-based metaheuristics. GECCO Companion (2021)
Celio H. N. Larcher Jr., Helio J. C. Barbosa
Evaluating Models with Dynamic Sampling Holdout. EvoApplications (2021)
Bruno M. P. Silva, Heder S. Bernardino, Helio J. C. Barbosa
Human Activity Recognition Using Parallel Cartesian Genetic Programming. CEC (2021)
José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar L. De Oliveira, Alex Borges Vieira, Helio J. C. Barbosa
On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data. BRACIS (1) (2021)
Ana Carolina L. C. Queiroz, Heder S. Bernardino, Alex Borges Vieira, Helio J. C. Barbosa
Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm. BRACIS (2) (2020)
Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms. Appl. Soft Comput. 87 (2020)
Thiago Magalhães, Helio J. C. Barbosa
Parallel Differential Evolution Algorithms for Stackelberg-Nash Bilevel Optimization Problems. CEC (2020)
Jaqueline S. Angelo, Eduardo Krempser, Helio J. C. Barbosa
Performance Evaluation of Local Surrogate Models in Bilevel Optimization. LOD (2019)
Helio J. C. Barbosa, Heder S. Bernardino, Jaqueline S. Angelo
An improved differential evolution algorithm for optimization including linear equality constraints. Memetic Comput. 11 (3) (2019)
Leandro S. Lima, Heder S. Bernardino, Helio J. C. Barbosa
Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size. LOD (2019)
Celio H. N. Larcher Jr., Helio J. C. Barbosa
Auto-CVE: a coevolutionary approach to evolve ensembles in automated machine learning. GECCO (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)
Marcia Chame, Helio J. C. Barbosa, Luiz M. R. Gadelha Jr., Douglas Adriano Augusto, Eduardo Krempser, Livia Abdalla
SISS-Geo: Leveraging Citizen Science to Monitor Wildlife Health Risks in Brazil. J. Heal. Informatics Res. 3 (4) (2019)
Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa
On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches. CEC (2019)
Heder S. Bernardino, Helio J. C. Barbosa, Jaqueline S. Angelo
Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints. CEC (2018)
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
Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology. BMC Bioinform. 19 (1) (2018)
Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming. Expert Syst. Appl. 99 (2018)
Maria Luiza Mondelli, Thiago Magalhães, Guilherme Loss, Michael Wilde, Ian T. Foster, Marta Mattoso, Daniel S. Katz, Helio J. C. Barbosa, Ana Tereza Ribeiro de Vasconcelos, Kary A. C. S. Ocaña, Luiz M. R. Gadelha Jr.
BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments. CoRR (2018)
Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa
Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks. CEC (2018)
Gregorio Kappaun Rocha, Karina B. dos Santos, Jaqueline S. Angelo, Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Inserting Co-Evolution Information from Contact Maps into a Multiobjective Genetic Algorithm for Protein Structure Prediction. CEC (2018)
Flavio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar L. De Oliveira, Helio J. C. Barbosa
A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems. CEC (2018)
Gregorio Kappaun Rocha, Jaqueline S. Angelo, Karina B. Santos, Fábio L. Custódio, Laurent Emmanuel Dardenne, Helio J. C. Barbosa
Using an aggregation tree to arrange energy function terms for protein structure prediction. CIBCB (2017)
Karina B. Santos, Gregorio Kappaun Rocha, Fábio Lima Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Improving de novo protein structure prediction using contact maps information. CIBCB (2017)
Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
Application of evolutionary computation on ensemble forecast of quantitative precipitation. Comput. Geosci. 106 (2017)
Ana Amélia S. Pereira, Helio J. C. Barbosa, Heder S. Bernardino
Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines. EMO (2017)
Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
A massively parallel Grammatical Evolution technique with OpenCL. J. Parallel Distributed Comput. 109 (2017)
Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa
On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits. GECCO (Companion) (2016)
Gregorio Kappaun Rocha, Fábio Lima Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Using Crowding-Distance in a Multiobjective Genetic Algorithm for Protein Structure Prediction. GECCO (Companion) (2016)
Karla A. P. Lagares, Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa
A differential evolution algorithm for bilevel problems including linear equality constraints. CEC (2016)
Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa
A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. PPSN (2016)
Igor L. S. Russo, Heder S. Bernardino, Carlos Cristiano H. Borges, Helio J. C. Barbosa
An initialization method for grammatical evolution assisted by decision trees. CEC (2016)
Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
A parallel multi-GPU Clonal Selection Algorithm for optimization using OpenCL and OpenMP. LA-CCI (2016)
Jaqueline S. Angelo, Helio J. C. Barbosa
A study on the use of heuristics to solve a bilevel programming problem. Int. Trans. Oper. Res. 22 (5) (2015)
Helio J. C. Barbosa, Rodrigo Araujo, Heder S. Bernardino
A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints. EPIA (2015)
Heder S. Bernardino, Helio J. C. Barbosa
Grammar-based immune programming to assist in the solution of functional equations. CEC (2015)
Jaqueline S. Angelo, Helio J. C. Barbosa
Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers. CEC (2015)
Rafael V. Veiga, Joao Marcos de Freitas, Heder S. Bernardino, Helio J. C. Barbosa, Neuza M. Alcantara-Neves
Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma. CEC (2015)
Karina B. Santos, Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Genetic operators based on backbone constraint angles for protein structure prediction. CIBCB (2015)
Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa
Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint. Adv. Eng. Softw. 80 (2015)
Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
A multiple minima genetic algorithm for protein structure prediction. Appl. Soft Comput. 15 (2014)
Francisco A. L. Manfrini, Helio J. C. Barbosa, Heder S. Bernardino
Optimization of combinational logic circuits through decomposition of truth table and evolution of sub-circuits. IEEE Congress on Evolutionary Computation (2014)
Jaqueline S. Angelo, Eduardo Krempser, Helio J. C. Barbosa
Differential Evolution assisted by a surrogate model for bilevel programming problems. IEEE Congress on Evolutionary Computation (2014)
Douglas Adriano Augusto, Helio J. C. Barbosa
Accelerated parallel genetic programming tree evaluation with OpenCL. J. Parallel Distributed Comput. 73 (1) (2013)
Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa
Improving recruitment effectiveness using genetic programming techniques. GECCO (Companion) (2013)
Grazziela P. Figueredo, Peer-Olaf Siebers, Douglas Adriano Augusto, Helio J. C. Barbosa, Uwe Aickelin
The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios. ECAL (2013)
Eduardo Krempser, Álvaro Fialho, Helio J. C. Barbosa
Adaptive Operator Selection at the Hyper-level. PPSN (2) (2012)
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa
An immune-inspired instance selection mechanism for supervised classification. Memetic Comput. 4 (2) (2012)
Afonso C. C. Lemonge, Helio J. C. Barbosa, Heder S. Bernardino
A family of adaptive penalty schemes for steady-state genetic algorithms. IEEE Congress on Evolutionary Computation (2012)
Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa
A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model. ICCSA (1) (2012)
Leonardo Goliatt da Fonseca, Afonso C. C. Lemonge, Helio J. C. Barbosa
A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation (2012)
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
Surrogate-assisted clonal selection algorithms for expensive optimization problems. Evol. Intell. 4 (2) (2011)
Afonso C. C. Lemonge, Michelli M. Silva, Helio J. C. Barbosa
Design optimization of geometrically nonlinear truss structures considering cardinality constraints. IEEE Congress on Evolutionary Computation (2011)
Heder S. Bernardino, Helio J. C. Barbosa
Grammar-based immune programming. Nat. Comput. 10 (1) (2011)
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method. EPIA (2011)
Heder S. Bernardino, Helio J. C. Barbosa
Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. ICARIS (2011)
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
A new approach for generating numerical constants in grammatical evolution. GECCO (Companion) (2011)
Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Full-atom ab initio protein structure prediction with a Genetic Algorithm using a similarity-based surrogate model. IEEE Congress on Evolutionary Computation (2010)
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
A Faster Clonal Selection Algorithm for Expensive Optimization Problems. ICARIS (2010)
Helio J. C. Barbosa, Heder S. Bernardino, André da Motta Salles Barreto
Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition. IEEE Congress on Evolutionary Computation (2010)
Patrícia A. P. Costa, Eduardo L. M. Garcia, Bruno Schulze, Helio J. C. Barbosa
Evaluation of a distributed numerical simulation optimization approach applied to aquifer remediation. ICCS (1) (2010)
André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa
Probabilistic performance profiles for the experimental evaluation of stochastic algorithms. GECCO (2010)
Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems. SEAL (2010)
Heder S. Bernardino, Helio J. C. Barbosa
Grammar-Based Immune Programming for Symbolic Regression. ICARIS (2009)
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning. Artificial Evolution (2009)
Leonardo Goliatt da Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge
A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations. IEEE Congress on Evolutionary Computation (2009)
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
On the characteristics of sequential decision problems and their impact on evolutionary computation. GECCO (2009)
Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken
Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. GECCO (2008)
Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
A new hybrid AIS-GA for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation (2008)
Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken
Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evol. Intell. 1 (2) (2008)
Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge
A hybrid genetic algorithm for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation (2007)
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. ICARIS (2007)
Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Genetic Algorithm for Finding Multiple Low Energy Conformations of Poly Alanine Sequences Under an Atomistic Protein Model. BSB (2007)
Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Helio J. C. Barbosa, Afonso C. C. Lemonge
A Stochastic Rank-Based Ant System for Discrete Structural Optimization. SIS (2007)
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
Suppression based immune mechanism to find arepresentative training set in data classification tasks. GECCO (2007)
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
GOLS - Genetic orthogonal least squares algorithm for training RBF networks. Neurocomputing 69 (16-18) (2006)
Helio J. C. Barbosa, Carlile Lavor, Fernanda M. P. Raupp
A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions. Ann. Oper. Res. 138 (1) (2005)
Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa
Coevolutionary Genetic Algorithms to Simulate the Immune System's Gene Libraries Evolution. ICNC (2) (2005)
Helio J. C. Barbosa, Afonso C. C. Lemonge
A genetic algorithm encoding for a class of cardinality constraints. GECCO (2005)
Camila Silva de Magalhães, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem. GECCO (1) (2004)
Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
A Genetic Algorithm applied to the Three-Dimensional HP Protein Folding Model. WOB (2003)
Helio J. C. Barbosa, Afonso C. C. Lemonge
An Adaptive Penalty Scheme for Steady-State Genetic Algorithms. GECCO (2003)
Helio J. C. Barbosa, Afonso C. C. Lemonge
A new adaptive penalty scheme for genetic algorithms. Inf. Sci. 156 (3-4) (2003)
Helio J. C. Barbosa, Afonso C. C. Lemonge
An Adaptive Penalty Scheme In Genetic Algorithms For Constrained Optimiazation Problems. GECCO (2002)
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
Growing Compact RBF Networks Using a Genetic Algorithm. SBRN (2002)
André da Motta Salles Barreto, Helio J. C. Barbosa
Graph Layout Using a Genetic Algorithm. SBRN (2000)
Carlos Cristiano H. Borges, Helio J. C. Barbosa
A non-generational genetic algorithm for multiobjective optimization. CEC (2000)
Douglas Adriano Augusto, Helio J. C. Barbosa
Symbolic Regression via Genetic Programming. SBRN (2000)
Helio J. C. Barbosa, Fernanda M. P. Raupp, Carlile Lavor, H. Lima, Nelson Maculan
A Hybrid Genetic Algorithm for Finding Stable Conformations of Small Molecules. SBRN (2000)
Helio J. C. Barbosa
A coevolutionary genetic algorithm for constrained optimization. CEC (1999)
Helio J. C. Barbosa
A Coevolutionary Genetic Algorithm for a Game Approach to Structural Optimization. ICGA (1997)