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ORCIDHeder S. Bernardino
Heder Soares Bernardino – Heder Bernardino
Person information
- affiliation: Universidade Federal de Juiz de Fora, MG, Brazil
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2020 – today
- 2024
[j29]Dênis E. C. Vargas, Afonso C. C. Lemonge, Helio J. C. Barbosa
, Heder S. Bernardino:
An interactive reference-point-based method for incorporating user preferences in multi-objective structural optimization problems. Appl. Soft Comput. 165: 112106 (2024)- [j28]José Eduardo Henriques da Silva, Patrick C. de Carvalho, José J. Camata, Itamar Leite de Oliveira, Heder S. Bernardino:
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. Biosyst. 236: 105126 (2024) - [j27]Érica C. R. Carvalho, José P. G. Carvalho, Heder S. Bernardino, Afonso C. C. Lemonge, Patrícia H. Hallak, Dênis E. C. Vargas:
Solving multi-objective truss structural optimization problems considering natural frequencies of vibration and automatic member grouping. Evol. Intell. 17(2): 653-678 (2024) - [j26]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: 101052 (2024) - [j25]Jorão Gomes Jr., Heder Bernardino, Alex Borges Vieira, Verena Dorner, Davor Svetinovic:
Cryptoeconomic User Behavior in the Acute Stages of Geopolitical Conflict. IEEE Trans. Comput. Soc. Syst. 11(5): 7055-7068 (2024) - [c61]José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, José J. Camata, Patrick C. de Carvalho:
Inferring Gene Regulatory Networks from Single-Cell RNA-Sequencing Experimental Data using Cartesian Genetic Programming. CEC 2024: 1-8 - [c60]Ana Beatriz Lana Maciel Moreira Armond, Gabriel Henrique de Souza, Davi Esteves Dos Santos, Heder Soares Bernardino:
Short-Term Fourier Transform as Preprocessing for Common Spatial Pattern. IJCNN 2024: 1-7 - [c59]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: 21:1-21:9 - 2023
- [j24]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): 565-579 (2023) - [j23]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): 27290-27303 (2023) - [j22]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): 120438 (2023) - [j21]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): 565-586 (2023) - [j20]Ana Carolina L. C. Queiroz, Alex Borges Vieira, Heder Bernardino:
Solving Multi-Agent Pickup and Delivery Problems using Multiobjective Optimization. J. Intell. Robotic Syst. 109(2): 26 (2023) - [j19]Lucas Augusto Müller de Souza, Heder Bernardino, Jairo de Souza, Alex Borges Vieira:
COVID-19 Detection Using Forced Cough Sounds and Medical Information. RITA 30(1): 44-52 (2023) - [c58]Davi Esteves Dos Santos, Gabriel Henrique de Souza, Heder Bernardino, Alex Borges Vieira, Luciana Paixão Motta:
Residual Attention Module on EEGN et for Brain-Computer Interface. SSCI 2023: 58-63 - 2022
- [j18]Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves:
A variable neighborhood descent with ant colony optimization to solve a bilevel problem with station location and vehicle routing. Appl. Intell. 52(7): 7070-7090 (2022) - [c57]Gabriel Henrique de Souza, Gabriel Faria, Luciana Paixão Motta, Heder Soares Bernardino, Alex Borges Vieira:
Feature Extraction for a Genetic Programming-Based Brain-Computer Interface. BRACIS (1) 2022: 135-149 - [c56]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: 181-195 - [c55]Rafael F. R. Correa, Heder S. Bernardino, João Marcos de Freitas, Stênio Sã Rosário Furtado Soares, Luciana Brugiolo Gonçalves, Lorenza Leão Oliveira Moreno:
A Grammar-based Genetic Programming Hyper-Heuristic for Corridor Allocation Problem. BRACIS (1) 2022: 504-519 - [c54]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: 1-7 - [c53]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: 699-702 - [c52]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: 2063-2070 - [c51]Gabriel Faria, Gabriel Henrique de Souza, Heder Bernardino, Luciana Motta, Alex Borges Vieira:
Analyzing Data Augmentation Methods for Convolutional Neural Network-based Brain-Computer Interfaces. IJCNN 2022: 1-8 - [c50]Flávio A. A. Motta, Patrick R. P. Lemes, Glauber D. Golçalves, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira:
Previsão da Classe de Frequência de Acesso de Objetos em Serviços de Armazenamento em Nuvem. SBRC 2022: 391-404 - [i1]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 abs/2206.11846 (2022) - 2021
- [j17]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): 711-754 (2021) - [j16]Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira:
Single Electrode Energy on Clinical Brain-Computer Interface Challenge. Biomed. Signal Process. Control. 70: 102993 (2021) - [j15]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) - [j14]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): 4 (2021) - [j13]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): 12-15 (2021) - [j12]José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Almeida Valadares, Alex Borges Vieira, Heder S. Bernardino, Saulo Moraes Villela, Glauber Dias Gonçalves:
Fighting Under-price DoS Attack in Ethereum with Machine Learning Techniques. SIGMETRICS Perform. Evaluation Rev. 48(4): 24-27 (2021) - [j11]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): 11019-11034 (2021) - [c49]Júlia Almeida Valadares, Vinicius C. Oliveira, José Eduardo de Azevedo Sousa, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira, Glauber D. Gonçalves:
Identifying User Behavior Profiles in Ethereum Using Machine Learning Techniques. Blockchain 2021: 327-332 - [c48]José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite 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: 264-279 - [c47]Bruno M. P. Silva, Heder S. Bernardino, Helio J. C. Barbosa:
Human Activity Recognition Using Parallel Cartesian Genetic Programming. CEC 2021: 474-481 - [c46]Bráulio M. O. Portela, Heder S. Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares:
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. CEC 2021: 2133-2140 - [c45]Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves:
Solving a Bilevel Problem with Station Location and Vehicle Routing Using Variable Neighborhood Descent and Ant Colony Optimization. EPIA 2021: 211-223 - [c44]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: 227-238 - 2020
- [j10]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: 106246 (2020) - [c43]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: 18-32 - [c42]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: 140-153 - [c41]José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Campos Luciana C. D., Itamar Leite de Oliveira:
Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics. CEC 2020: 1-8
2010 – 2019
- 2019
- [j9]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): 317-329 (2019) - [c40]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: 1860-1867 - [c39]José Eduardo Henriques da Silva, Heder Soares Bernardino:
A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers. EPIA (1) 2019: 762-774 - [c38]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: 1165-1173 - [c37]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 - [c36]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: 396-408 - [c35]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: 592-604 - 2018
- [j8]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): 245:1-245:16 (2018) - [j7]Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Reinforcement learning with optimized reward function for stealth applications. Entertain. Comput. 25: 37-47 (2018) - [j6]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: 93-102 (2018) - [c34]José Eduardo Henriques da Silva, Heder Bernardino:
Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits. BRACIS 2018: 145-150 - [c33]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: 1-8 - [c32]Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino:
Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. CEC 2018: 1-8 - [c31]Flávio A. A. Motta, Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino, Itamar Leite de Oliveira, Helio J. C. Barbosa:
A Hybrid Grammar-Based Genetic Programming for Symbolic Regression Problems. CEC 2018: 1-8 - [c30]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: 1-8 - [c29]Bruno Santos, Heder Bernardino, Eduardo Hauck:
An Improved Rolling Horizon Evolution Algorithm with Shift Buffer for General Game Playing. SBGames 2018: 31-37 - [c28]Bruno S. Santos, Heder S. Bernardino:
Game State Evaluation Heuristics in General Video Game Playing. SBGames 2018: 147-156 - 2017
- [j5]Igor L. S. Russo, Heder S. Bernardino, Helio J. C. Barbosa:
A massively parallel Grammatical Evolution technique with OpenCL. J. Parallel Distributed Comput. 109: 333-349 (2017) - [c27]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:
Solving a Multiobjective Caloric-Restricted Diet Problem using Differential Evolution. CEC 2017: 2062-2069 - [c26]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: 484-498 - 2016
- [j4]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: 103 (2016) - [c25]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: 1885-1892 - [c24]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: 3300-3307 - [c23]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: 105-106 - [c22]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: 1-6 - [c21]Francisco A. L. Manfrini, Heder S. Bernardino, Helio J. C. Barbosa:
A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. PPSN 2016: 665-674 - 2015
- [j3]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: 101-115 (2015) - [c20]Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Stealthy Path Planning Using Navigation Meshes. BRACIS 2015: 31-36 - [c19]Heder S. Bernardino, Helio J. C. Barbosa:
Grammar-based immune programming to assist in the solution of functional equations. CEC 2015: 1167-1174 - [c18]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: 1604-1611 - [c17]Helio J. C. Barbosa, Rodrigo Araujo, Heder S. Bernardino:
A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints. EPIA 2015: 262-273 - [c16]Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks. SBGames 2015: 152-159 - 2014
- [c15]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: 945-950 - 2013
- [c14]Dênis E. C. Vargas, Afonso C. C. Lemonge, Helio José Corrêa Barbosa, Heder S. Bernardino:
Differential evolution with the Adaptive Penalty Method for constrained multiobjective optimization. IEEE Congress on Evolutionary Computation 2013: 1342-1349 - [c13]Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa:
Improving recruitment effectiveness using genetic programming techniques. GECCO (Companion) 2013: 177-178 - 2012
- [c12]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: 1-8 - [c11]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: 125-135 - 2011
- [j2]Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca:
Surrogate-assisted clonal selection algorithms for expensive optimization problems. Evol. Intell. 4(2): 81-97 (2011) - [j1]Heder S. Bernardino, Helio J. C. Barbosa:
Grammar-based immune programming. Nat. Comput. 10(1): 209-241 (2011) - [c10]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: 110-124 - [c9]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: 193-194 - [c8]Heder S. Bernardino, Helio J. C. Barbosa:
Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. ICARIS 2011: 198-211 - 2010
- [c7]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: 1-8 - [c6]André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa:
Probabilistic performance profiles for the experimental evaluation of stochastic algorithms. GECCO 2010: 751-758 - [c5]Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca:
A Faster Clonal Selection Algorithm for Expensive Optimization Problems. ICARIS 2010: 130-143 - [c4]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: 125-134
2000 – 2009
- 2009
- [c3]Heder S. Bernardino, Helio J. C. Barbosa:
Grammar-Based Immune Programming for Symbolic Regression. ICARIS 2009: 274-287 - [p1]Heder S. Bernardino, Helio J. C. Barbosa:
Artificial Immune Systems for Optimization. Nature-Inspired Algorithms for Optimisation 2009: 389-411 - 2008
- [c2]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: 1455-1462 - 2007
- [c1]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: 646-653
Coauthor Index
Helio J. C. Barbosa
aka: Helio José Corrêa Barbosa
aka: Helio José Corrêa Barbosa
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