Heder S. Bernardino
Orcid: 0000-0003-2012-7802Affiliations:
- Universidade Federal de Juiz de Fora, MG, Brazil
According to our database1,
Heder S. Bernardino
authored at least 92 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Comput. Soc. Syst., October, 2024
Exploring the solution space for adaptive curriculum sequencing: Study of a multi-objective approach.
Internet Things, April, 2024
Solving multi-objective truss structural optimization problems considering natural frequencies of vibration and automatic member grouping.
Evol. Intell., April, 2024
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., 2024
An interactive reference-point-based method for incorporating user preferences in multi-objective structural optimization problems.
Appl. Soft Comput., 2024
Short-term Forecasting of the Wind Power Generation of Brazilian Power Stations Using an LSTM Model.
Proceedings of the 20th Brazilian Symposium on Information Systems, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Inferring Gene Regulatory Networks from Single-Cell RNA-Sequencing Experimental Data using Cartesian Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
Mapping user behaviors to identify professional accounts in Ethereum using semi-supervised learning.
Expert Syst. Appl., November, 2023
Appl. Intell., November, 2023
J. Intell. Robotic Syst., October, 2023
Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space.
Evol. Intell., April, 2023
Indexing, enriching, and understanding Brazilian missing person cases from data of distributed repositories on the web.
AI Soc., April, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
2022
CoRR, 2022
A variable neighborhood descent with ant colony optimization to solve a bilevel problem with station location and vehicle routing.
Appl. Intell., 2022
Previsão da Classe de Frequência de Acesso de Objetos em Serviços de Armazenamento em Nuvem.
Proceedings of the 40th Brazilian Symposium on Computer Networks and Distributed Systems, 2022
Analyzing Data Augmentation Methods for Convolutional Neural Network-based Brain-Computer Interfaces.
Proceedings of the International Joint Conference on Neural Networks, 2022
High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
A Reward Function Using Image Processing for a Deep Reinforcement Learning Approach Applied to the Sonic the Hedgehog Game.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Soft Comput., 2021
SIGMETRICS Perform. Evaluation Rev., 2021
SIGMETRICS Perform. Evaluation Rev., 2021
J. Internet Serv. Appl., 2021
Int. J. Netw. Manag., 2021
Biomed. Signal Process. Control., 2021
Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature.
Artif. Intell. Rev., 2021
Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface.
Proceedings of the Progress in Artificial Intelligence, 2021
Solving a Bilevel Problem with Station Location and Vehicle Routing Using Variable Neighborhood Descent and Ant Colony Optimization.
Proceedings of the Progress in Artificial Intelligence, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
Proceedings of the 2021 IEEE International Conference on Blockchain, 2021
2020
Appl. Soft Comput., 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
An improved differential evolution algorithm for optimization including linear equality constraints.
Memetic Comput., 2019
Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic Circuits.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the 9th Latin American Network Operations and Management Symposium, 2019
Differential evolution based spatial filter optimization for brain-computer interface.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers.
Proceedings of the Progress in Artificial Intelligence, 2019
On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming.
Expert Syst. Appl., 2018
Entertain. Comput., 2018
Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology.
BMC Bioinform., 2018
An Improved Rolling Horizon Evolution Algorithm with Shift Buffer for General Game Playing.
Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018
Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018
Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Cartesian Genetic Programming with Crossover for Designing Combinational Logic Circuits.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
J. Parallel Distributed Comput., 2017
Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Solving a Multiobjective Caloric-Restricted Diet Problem using Differential Evolution.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Development of an open-source web-based intervention for Brazilian smokers - Viva sem Tabaco.
BMC Medical Informatics Decis. Mak., 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
A parallel multi-GPU Clonal Selection Algorithm for optimization using OpenCL and OpenMP.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A differential evolution algorithm for bilevel problems including linear equality constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint.
Adv. Eng. Softw., 2015
Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks.
Proceedings of the 14th Brazilian Symposium on Computer Games and Digital Entertainment, 2015
A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints.
Proceedings of the Progress in Artificial Intelligence, 2015
Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
Optimization of combinational logic circuits through decomposition of truth table and evolution of sub-circuits.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Differential evolution with the Adaptive Penalty Method for constrained multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Evol. Intell., 2011
Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming.
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method.
Proceedings of the Progress in Artificial Intelligence, 2011
2010
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
Probabilistic performance profiles for the experimental evaluation of stochastic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009
2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
A hybrid genetic algorithm for constrained optimization problems in mechanical engineering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007