Helio J. C. Barbosa

96 papers A 10B 26C 4Misc 3Journal 23Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accelerating Bilevel Optimization With Hierarchical Many-Threaded Parallel Differential Evolution. IEEE Trans. Evol. Comput. Amanda S. Dufek, Jaqueline S. Angelo, Douglas Adriano Augusto, Helio J. C. Barbosa
2024	J	`jnl`	An interactive reference-point-based method for incorporating user preferences in multi-objective structural optimization problems. Appl. Soft Comput. Dênis E. C. Vargas, Afonso C. C. Lemonge, Helio J. C. Barbosa, Heder S. Bernardino
2023	J	`jnl`	Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space. Evol. Intell. Jaqueline S. Angelo, Helio J. C. Barbosa, Heder S. Bernardino
2022	B	`conf`	A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. CEC Igor L. S. Russo, Helio J. C. Barbosa
2022	J	`jnl`	Evaluating Models with Dynamic Sampling Holdout in Auto-ML. SN Comput. Sci. Celio H. N. Larcher Jr., Helio J. C. Barbosa
2021	—	`conf`	An efficient fault-tolerant communication algorithm for population-based metaheuristics. GECCO Companion Amanda S. Dufek, Douglas Adriano Augusto, Helio J. C. Barbosa, Pedro L. S. Dias, Jack R. Deslippe
2021	B	`conf`	Evaluating Models with Dynamic Sampling Holdout. EvoApplications Celio H. N. Larcher Jr., Helio J. C. Barbosa
2021	B	`conf`	Human Activity Recognition Using Parallel Cartesian Genetic Programming. CEC Bruno M. P. Silva, Heder S. Bernardino, Helio J. C. Barbosa
2021	—	`conf`	On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data. BRACIS (1) José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, Alex Borges Vieira, Helio J. C. Barbosa
2020	J	`jnl`	Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms. Appl. Soft Comput. Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
2020	B	`conf`	Parallel Differential Evolution Algorithms for Stackelberg-Nash Bilevel Optimization Problems. CEC Thiago Magalhães, Helio J. C. Barbosa
2020	—	`conf`	Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm. BRACIS (2) Ana Carolina L. C. Queiroz, Heder S. Bernardino, Alex Borges Vieira, Helio J. C. Barbosa
2019	J	`jnl`	An improved differential evolution algorithm for optimization including linear equality constraints. Memetic Comput. Helio J. C. Barbosa, Heder S. Bernardino, Jaqueline S. Angelo
2019	A	`conf`	Auto-CVE: a coevolutionary approach to evolve ensembles in automated machine learning. GECCO Celio H. N. Larcher Jr., Helio J. C. Barbosa
2019	—	`conf`	Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size. LOD Leandro S. Lima, Heder S. Bernardino, Helio J. C. Barbosa
2019	A	`conf`	Differential evolution based spatial filter optimization for brain-computer interface. GECCO Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira, Helio J. C. Barbosa
2019	B	`conf`	On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches. CEC Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa
2019	—	`conf`	Performance Evaluation of Local Surrogate Models in Bilevel Optimization. LOD Jaqueline S. Angelo, Eduardo Krempser, Helio J. C. Barbosa
2019	J	`jnl`	SISS-Geo: Leveraging Citizen Science to Monitor Wildlife Health Risks in Brazil. J. Heal. Informatics Res. Marcia Chame, Helio J. C. Barbosa, Luiz M. R. Gadelha Jr., Douglas Adriano Augusto, Eduardo Krempser, Livia Abdalla
2018	B	`conf`	A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems. CEC Flávio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar Leite de Oliveira, Helio J. C. Barbosa
2018	J	`jnl`	BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments. CoRR 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.
2018	B	`conf`	Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints. CEC Heder S. Bernardino, Helio J. C. Barbosa, Jaqueline S. Angelo
2018	B	`conf`	Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks. CEC Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa
2018	B	`conf`	Inserting Co-Evolution Information from Contact Maps into a Multiobjective Genetic Algorithm for Protein Structure Prediction. CEC Gregorio Kappaun Rocha, Karina B. dos Santos, Jaqueline S. Angelo, Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2018	J	`jnl`	Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming. Expert Syst. Appl. Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
2018	J	`jnl`	Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology. BMC Bioinform. 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
2017	J	`jnl`	A massively parallel Grammatical Evolution technique with OpenCL. J. Parallel Distributed Comput. Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
2017	J	`jnl`	Application of evolutionary computation on ensemble forecast of quantitative precipitation. Comput. Geosci. Amanda S. Dufek, Douglas Adriano Augusto, Pedro Leite da Silva Dias, Helio J. C. Barbosa
2017	C	`conf`	Improving de novo protein structure prediction using contact maps information. CIBCB Karina B. Santos, Gregorio Kappaun Rocha, Fábio Lima Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2017	C	`conf`	Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines. EMO Ana Amélia S. Pereira, Helio J. C. Barbosa, Heder S. Bernardino
2017	C	`conf`	Using an aggregation tree to arrange energy function terms for protein structure prediction. CIBCB Gregorio Kappaun Rocha, Jaqueline S. Angelo, Karina B. Santos, Fábio L. Custódio, Laurent Emmanuel Dardenne, Helio J. C. Barbosa
2016	A	`conf`	A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. PPSN Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa
2016	B	`conf`	A differential evolution algorithm for bilevel problems including linear equality constraints. CEC Karla A. P. Lagares, Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa
2016	—	`conf`	A parallel multi-GPU Clonal Selection Algorithm for optimization using OpenCL and OpenMP. LA-CCI Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa
2016	B	`conf`	An initialization method for grammatical evolution assisted by decision trees. CEC Igor L. S. Russo, Heder S. Bernardino, Carlos Cristiano H. Borges, Helio J. C. Barbosa
2016	—	`conf`	On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits. GECCO (Companion) Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa
2016	—	`conf`	Using Crowding-Distance in a Multiobjective Genetic Algorithm for Protein Structure Prediction. GECCO (Companion) Gregorio Kappaun Rocha, Fábio Lima Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2015	Misc	`conf`	A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints. EPIA Helio J. C. Barbosa, Rodrigo Araujo, Heder S. Bernardino
2015	J	`jnl`	A study on the use of heuristics to solve a bilevel programming problem. Int. Trans. Oper. Res. Jaqueline S. Angelo, Helio J. C. Barbosa
2015	J	`jnl`	Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint. Adv. Eng. Softw. Jaqueline S. Angelo, Heder S. Bernardino, Helio J. C. Barbosa
2015	B	`conf`	Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers. CEC Jaqueline S. Angelo, Helio J. C. Barbosa
2015	C	`conf`	Genetic operators based on backbone constraint angles for protein structure prediction. CIBCB Karina B. Santos, Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2015	B	`conf`	Grammar-based immune programming to assist in the solution of functional equations. CEC Heder S. Bernardino, Helio J. C. Barbosa
2015	B	`conf`	Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma. CEC Rafael V. Veiga, Joao Marcos de Freitas, Heder S. Bernardino, Helio J. C. Barbosa, Neuza M. Alcantara-Neves
2014	J	`jnl`	A multiple minima genetic algorithm for protein structure prediction. Appl. Soft Comput. Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2014	B	`conf`	Differential Evolution assisted by a surrogate model for bilevel programming problems. IEEE Congress on Evolutionary Computation Jaqueline S. Angelo, Eduardo Krempser, Helio J. C. Barbosa
2014	B	`conf`	Optimization of combinational logic circuits through decomposition of truth table and evolution of sub-circuits. IEEE Congress on Evolutionary Computation Francisco A. L. Manfrini, Helio J. C. Barbosa, Heder S. Bernardino
2013	J	`jnl`	Accelerated parallel genetic programming tree evaluation with OpenCL. J. Parallel Distributed Comput. Douglas Adriano Augusto, Helio J. C. Barbosa
2013	—	`conf`	Improving recruitment effectiveness using genetic programming techniques. GECCO (Companion) Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa
2013	—	`conf`	The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios. ECAL Grazziela P. Figueredo, Peer-Olaf Siebers, Douglas Adriano Augusto, Helio J. C. Barbosa, Uwe Aickelin
2012	—	`conf`	A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model. ICCSA (1) Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa
2012	B	`conf`	A family of adaptive penalty schemes for steady-state genetic algorithms. IEEE Congress on Evolutionary Computation Afonso C. C. Lemonge, Helio J. C. Barbosa, Heder S. Bernardino
2012	B	`conf`	A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation Leonardo Goliatt da Fonseca, Afonso C. C. Lemonge, Helio J. C. Barbosa
2012	—	`conf`	Adaptive Operator Selection at the Hyper-level. PPSN (2) Eduardo Krempser, Álvaro Fialho, Helio J. C. Barbosa
2012	J	`jnl`	An immune-inspired instance selection mechanism for supervised classification. Memetic Comput. Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa
2011	—	`conf`	A new approach for generating numerical constants in grammatical evolution. GECCO (Companion) Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2011	B	`conf`	Design optimization of geometrically nonlinear truss structures considering cardinality constraints. IEEE Congress on Evolutionary Computation Afonso C. C. Lemonge, Michelli M. Silva, Helio J. C. Barbosa
2011	Misc	`conf`	Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method. EPIA Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2011	J	`jnl`	Grammar-based immune programming. Nat. Comput. Heder S. Bernardino, Helio J. C. Barbosa
2011	—	`conf`	Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. ICARIS Heder S. Bernardino, Helio J. C. Barbosa
2011	J	`jnl`	Surrogate-assisted clonal selection algorithms for expensive optimization problems. Evol. Intell. Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
2010	—	`conf`	A Faster Clonal Selection Algorithm for Expensive Optimization Problems. ICARIS Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
2010	—	`conf`	Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems. SEAL Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino
2010	Misc	`conf`	Evaluation of a distributed numerical simulation optimization approach applied to aquifer remediation. ICCS Patrícia A. P. Costa, Eduardo L. M. Garcia, Bruno Schulze, Helio J. C. Barbosa
2010	B	`conf`	Full-atom ab initio protein structure prediction with a Genetic Algorithm using a similarity-based surrogate model. IEEE Congress on Evolutionary Computation Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2010	A	`conf`	Probabilistic performance profiles for the experimental evaluation of stochastic algorithms. GECCO André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa
2010	B	`conf`	Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition. IEEE Congress on Evolutionary Computation Helio J. C. Barbosa, Heder S. Bernardino, André da Motta Salles Barreto
2009	B	`conf`	A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations. IEEE Congress on Evolutionary Computation Leonardo Goliatt da Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge
2009	—	`ch.`	Artificial Immune Systems for Optimization. Nature-Inspired Algorithms for Optimisation Heder S. Bernardino, Helio J. C. Barbosa
2009	—	`conf`	Grammar-Based Immune Programming for Symbolic Regression. ICARIS Heder S. Bernardino, Helio J. C. Barbosa
2009	—	`conf`	On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning. Artificial Evolution André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2009	A	`conf`	On the characteristics of sequential decision problems and their impact on evolutionary computation. GECCO André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2008	B	`conf`	A new hybrid AIS-GA for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
2008	A	`conf`	Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. GECCO Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2008	J	`jnl`	Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evol. Intell. Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken
2007	—	`conf`	A Stochastic Rank-Based Ant System for Discrete Structural Optimization. SIS Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Helio J. C. Barbosa, Afonso C. C. Lemonge
2007	B	`conf`	A hybrid genetic algorithm for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge
2007	—	`conf`	Genetic Algorithm for Finding Multiple Low Energy Conformations of Poly Alanine Sequences Under an Atomistic Protein Model. BSB Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2007	A	`conf`	Suppression based immune mechanism to find arepresentative training set in data classification tasks. GECCO Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
2007	—	`conf`	The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. ICARIS Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
2006	J	`jnl`	GOLS - Genetic orthogonal least squares algorithm for training RBF networks. Neurocomputing André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2005	J	`jnl`	A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions. Ann. Oper. Res. Helio J. C. Barbosa, Carlile Lavor, Fernanda M. P. Raupp
2005	A	`conf`	A genetic algorithm encoding for a class of cardinality constraints. GECCO Helio J. C. Barbosa, Afonso C. C. Lemonge
2005	—	`conf`	Coevolutionary Genetic Algorithms to Simulate the Immune System's Gene Libraries Evolution. ICNC (2) Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa
2004	—	`conf`	Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem. GECCO (1) Camila Silva de Magalhães, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2003	—	`conf`	A Genetic Algorithm applied to the Three-Dimensional HP Protein Folding Model. WOB Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne
2003	J	`jnl`	A new adaptive penalty scheme for genetic algorithms. Inf. Sci. Helio J. C. Barbosa, Afonso C. C. Lemonge
2003	A	`conf`	An Adaptive Penalty Scheme for Steady-State Genetic Algorithms. GECCO Helio J. C. Barbosa, Afonso C. C. Lemonge
2002	A	`conf`	An Adaptive Penalty Scheme In Genetic Algorithms For Constrained Optimiazation Problems. GECCO Helio J. C. Barbosa, Afonso C. C. Lemonge
2002	—	`conf`	Growing Compact RBF Networks Using a Genetic Algorithm. SBRN André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2000	—	`conf`	A Hybrid Genetic Algorithm for Finding Stable Conformations of Small Molecules. SBRN Helio J. C. Barbosa, Fernanda M. P. Raupp, Carlile Lavor, H. Lima, Nelson Maculan
2000	B	`conf`	A non-generational genetic algorithm for multiobjective optimization. CEC Carlos Cristiano H. Borges, Helio J. C. Barbosa
2000	—	`conf`	Graph Layout Using a Genetic Algorithm. SBRN André da Motta Salles Barreto, Helio J. C. Barbosa
2000	—	`conf`	Symbolic Regression via Genetic Programming. SBRN Douglas Adriano Augusto, Helio J. C. Barbosa
1999	B	`conf`	A coevolutionary genetic algorithm for constrained optimization. CEC Helio J. C. Barbosa
1997	—	`conf`	A Coevolutionary Genetic Algorithm for a Game Approach to Structural Optimization. ICGA Helio J. C. Barbosa