Helon Vicente Hultmann Ayala

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 16

Top Topics

Constrained Global Optimization

Differential Evolution

Feature Engineering

Top Venues

Expert Syst. Appl.

Publications

Diogo Lopes Fernandes, Felipe R. Lopes, Antonio W. C. Do Lago, Daniel H. B. de Sousa, Marco A. Meggiolaro, Helon Vicente Hultmann Ayala
System Identification of an elastomeric series elastic actuator using black-box models. MED (2023)
Antonio W. C. Do Lago, Isabel Giron Camerini, Lucas Castro Sousa, Daniel H. B. de Sousa, Felipe Rebelo Lopes, Marco Antonio Meggiolaro, Helon Vicente Hultmann Ayala
Black-box Identification with Static Neural Networks of Nonlinearities of an Elastomer-based Elastic Joint Manipulator. IJCNN (2023)
Lucas Castro Sousa, Helon Vicente Hultmann Ayala
Nonlinear Tire Model Approximation Using Machine Learning for Efficient Model Predictive Control. IEEE Access 10 (2022)
Thaynã França, Arthur Martins Barbosa Braga, Helon Vicente Hultmann Ayala
Feature engineering to cope with noisy data in sparse identification. Expert Syst. Appl. 188 (2022)
Sergio Andres Pertuz Mendez, Marta Gherardini, Gabriel Vidigal de Paula Santos, Daniel M. Muñoz, Helon Vicente Hultmann Ayala, Christian Cipriani
Data-Driven Real-Time Magnetic Tracking Applied to Myokinetic Interfaces. IEEE Trans. Biomed. Circuits Syst. 16 (2) (2022)
Guilherme Rezende Bessa Ferreira, Paula Aida Sesini, Luis Paulo Brasil de Souza, Alan Conci Kubrusly, Helon Vicente Hultmann Ayala
Corrosion-like Defect Severity Estimation in Pipelines Using Convolutional Neural Networks. SSCI (2021)
Mateus Gheorghe de Castro Ribeiro, Alan Conci Kubrusly, Helon Vicente Hultmann Ayala, Steve Dixon
Machine Learning-Based Corrosion-Like Defect Estimation With Shear-Horizontal Guided Waves Improved by Mode Separation. IEEE Access 9 (2021)
Helon Vicente Hultmann Ayala, Didace Habineza, Micky Rakotondrabe, Leandro dos Santos Coelho
Nonlinear black-box system identification through coevolutionary algorithms and radial basis function artificial neural networks. Appl. Soft Comput. 87 (2020)
Mateus Gheorghe de Castro Ribeiro, Alan Conci Kubrusly, Helon Vicente Hultmann Ayala
Damage Detection in Composite Plates with Ultrasonic Guided-waves and Nonlinear System Identification. SSCI (2020)
Eduardo De Mendonça Mesquita, Renato Coral Sampaio, Helon Vicente Hultmann Ayala, Carlos H. Llanos
Recent Meta-Heuristics Improved by Self-Adaptation Applied to Nonlinear Model-Based Predictive Control. IEEE Access 8 (2020)
Helon Vicente Hultmann Ayala, Marcos Cesar Gritti, Leandro dos Santos Coelho
An R library for nonlinear black-box system identification. SoftwareX 11 (2020)
Victor Henrique Alves Ribeiro, Pedro H. L. S. P. Domingues, Paulo Rodrigo Cavalin, Gilberto Reynoso-Meza, Helon Vicente Hultmann Ayala, Luís Fernando Alzuguir Azevedo
Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. IJCNN (2020)
Helon Vicente Hultmann Ayala, Micky Rakotondrabe, Leandro dos Santos Coelho
Modeling of a 2-DOF Piezoelectric Micromanipulator at High Frequency Rates through Nonlinear Black-box System Identification. ACC (2018)
Gabriel Trierweiler Ribeiro, Marcos Cesar Gritti, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani, Leandro dos Santos Coelho
Short-term load forecasting using wavenet ensemble approaches. IJCNN (2016)
Helon Vicente Hultmann Ayala, Emerson Hochsteiner de Vasconcelos Segundo, Luiz Lebensztajn, Viviana Cocco Mariani, Leandro dos Santos Coelho
Multiobjective wind driven optimization approach applied to transformer design. CEC (2016)
Helon Vicente Hultmann Ayala, Fernando Marins dos Santos, Viviana Cocco Mariani, Leandro dos Santos Coelho
Image thresholding segmentation based on a novel beta differential evolution approach. Expert Syst. Appl. 42 (4) (2015)
Helon Vicente Hultmann Ayala, Luciano Ferreira da Cruz, Roberto Zanetti Freire, Leandro dos Santos Coelho
Cascaded evolutionary multiobjective identification based on correlation function statistical tests for improving velocity analyzes in swimming. MCDM (2014)
Leandro dos Santos Coelho, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani
A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization. Appl. Math. Comput. 234 (2014)
Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon Vicente Hultmann Ayala, Andre Mendes da Silva, Nelson Jhoe Batistela, Jean Vianei Leite
Bat-inspired optimization approach applied to jiles-atherton hysteresis parameters tuning. GECCO (Companion) (2014)
Helon Vicente Hultmann Ayala, Luciano Ferreira da Cruz, Roberto Zanetti Freire, Leandro dos Santos Coelho
Cascaded free search differential evolution applied to nonlinear system identification based on correlation functions and neural networks. CICA (2014)
Leandro dos Santos Coelho, Helon Vicente Hultmann Ayala, Roberto Zanetti Freire
Population's variance-based Adaptive Differential Evolution for real parameter optimization. IEEE Congress on Evolutionary Computation (2013)
Marco Baglietto, Giorgio Battistelli, Helon Vicente Hultmann Ayala, Pietro Tesi
Mode-observability conditions for linear and nonlinear systems. CDC (2012)
Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, Fabio Alessandro Guerra, Mariana Cristina Coelho
Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization Approach. SBRN (2012)
Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho
Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator. Expert Syst. Appl. 39 (10) (2012)