Heder S. Bernardino

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 33

Top Topics

Optimization Problems

Genetic Programming

Differential Evolution

Top Venues

Publications

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)
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 (2024)
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) (2024)
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)
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) (2022)
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)
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)
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) (2021)
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)
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)
Bruno M. P. Silva, Heder S. Bernardino, Helio J. C. Barbosa
Human Activity Recognition Using Parallel Cartesian Genetic Programming. CEC (2021)
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)
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)
José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Campos Luciana C. D., Itamar L. De Oliveira
Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics. CEC (2020)
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)
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)
Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto
Reinforcement learning with optimized reward function for stealth applications. Entertain. Comput. 25 (2018)
Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino
Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. CEC (2018)
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)
Bruno S. Santos, Heder S. Bernardino
Game State Evaluation Heuristics in General Video Game Playing. SBGames (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)
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)
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)
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)
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)
Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto
Stealthy Path Planning Using Navigation Meshes. BRACIS (2015)
Helio J. C. Barbosa, Rodrigo Araujo, Heder S. Bernardino
A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints. EPIA (2015)
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)
Heder S. Bernardino, Helio J. C. Barbosa
Grammar-based immune programming to assist in the solution of functional equations. 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)
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)
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)
Denis 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)
Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa
Improving recruitment effectiveness using genetic programming techniques. GECCO (Companion) (2013)
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)
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)
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)
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)
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)
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)
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)