Heder S. Bernardino

61 papers A 2B 20C 1Misc 3Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Cost-Latency Aware Framework for Tiered Cloud Storage via Access Frequency Prediction. FiCloud Flávio A. A. Motta, Glauber Dias Gonçalves, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira
2025	J	`jnl`	A survey of the methodological process of modeling, inference, and evaluation of gene regulatory networks using scRNA-Seq data. Biosyst. José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, José J. Camata
2025	B	`conf`	Predicting Access Frequency for Cost-Effective Allocation in Tiered Cloud Storage. NOMS Flávio A. A. Motta, Glauber Dias Gonçalves, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira
2024	J	`jnl`	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. José Eduardo Henriques da Silva, Patrick C. de Carvalho, José J. Camata, Itamar Leite de Oliveira, Heder S. Bernardino
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
2024	B	`conf`	Inferring Gene Regulatory Networks from Single-Cell RNA-Sequencing Experimental Data using Cartesian Genetic Programming. CEC José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, José J. Camata, Patrick C. de Carvalho
2024	J	`jnl`	Solving multi-objective truss structural optimization problems considering natural frequencies of vibration and automatic member grouping. Evol. Intell. Érica C. R. Carvalho, José P. G. Carvalho, Heder S. Bernardino, Afonso C. C. Lemonge, Patrícia H. Hallak, Dênis E. C. Vargas
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	—	`conf`	A Grammar-based Genetic Programming Hyper-Heuristic for Corridor Allocation Problem. BRACIS (1) Rafael F. R. Correa, Heder S. Bernardino, João Marcos de Freitas, Stênio Sã Rosário Furtado Soares, Luciana Brugiolo Gonçalves, Lorenza Leão Oliveira Moreno
2022	J	`jnl`	A variable neighborhood descent with ant colony optimization to solve a bilevel problem with station location and vehicle routing. Appl. Intell. Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves
2022	—	`conf`	Previsão da Classe de Frequência de Acesso de Objetos em Serviços de Armazenamento em Nuvem. SBRC Flávio A. A. Motta, Patrick R. P. Lemes, Glauber D. Golçalves, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira
2021	B	`conf`	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 Bráulio M. O. Portela, Heder S. Bernardino, Luciana Brugiolo Gonçalves, Stênio Sã Rosário Furtado Soares
2021	J	`jnl`	Fighting Under-price DoS Attack in Ethereum with Machine Learning Techniques. SIGMETRICS Perform. Evaluation Rev. José Eduardo de Azevedo Sousa, Vinicius C. Oliveira, Júlia Almeida Valadares, Alex Borges Vieira, Heder S. Bernardino, Saulo Moraes Villela, Glauber Dias Gonçalves
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`	Identifying User Behavior Profiles in Ethereum Using Machine Learning Techniques. Blockchain Júlia Almeida Valadares, Vinicius C. Oliveira, José Eduardo de Azevedo Sousa, Heder S. Bernardino, Saulo Moraes Villela, Alex Borges Vieira, Glauber D. Gonçalves
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
2021	Misc	`conf`	Solving a Bilevel Problem with Station Location and Vehicle Routing Using Variable Neighborhood Descent and Ant Colony Optimization. EPIA Marcos R. C. O. Leite, Heder S. Bernardino, Luciana Brugiolo Gonçalves
2020	B	`conf`	Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics. CEC José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Luciana C. D. Campos, Itamar Leite de Oliveira
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	—	`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	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
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	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`	Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. CEC Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino
2018	—	`conf`	Game State Evaluation Heuristics in General Video Game Playing. SBGames Bruno S. Santos, Heder S. Bernardino
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	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
2018	J	`jnl`	Reinforcement learning with optimized reward function for stealth applications. Entertain. Comput. Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto
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	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
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
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`	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`	Grammar-based immune programming to assist in the solution of functional equations. CEC Heder S. Bernardino, Helio J. C. Barbosa
2015	—	`conf`	Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks. SBGames Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto
2015	—	`conf`	Stealthy Path Planning Using Navigation Meshes. BRACIS Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto
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	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	B	`conf`	Differential evolution with the Adaptive Penalty Method for constrained multiobjective optimization. IEEE Congress on Evolutionary Computation Dênis E. C. Vargas, Afonso C. C. Lemonge, Helio José Corrêa Barbosa, Heder S. Bernardino
2013	—	`conf`	Improving recruitment effectiveness using genetic programming techniques. GECCO (Companion) Douglas Adriano Augusto, Heder S. Bernardino, Helio J. C. Barbosa
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
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	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	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	—	`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
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
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