Marley Maria Bernardes Rebuzzi Vellasco

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 9

Top Topics

Adaptive Learning

Genetic Programming

Fuzzy Classifier

Fault Detection

Top Venues

Neural Comput. Appl.

Publications

Kennedy Edson Silva de Souza, Igor Leonardo Aviz, Harold Dias de Mello, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco, Fernando Augusto Ribeiro Costa, Marcos César da Rocha Seruffo
An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study. Int. J. Hum. Comput. Interact. 38 (7) (2022)
Eduardo Dessupoio Moreira Dias, Marley Maria Bernardes Rebuzzi Vellasco
A Propose of Genetic Operators for Quantum Algorithms with Real Representation. LA-CCI (2021)
Sarah Hannah Alves, Cristovão Antunes de Lanna, Karla Tereza Figueiredo Leite, Mariana Boroni, Marley Maria Bernardes Rebuzzi Vellasco
Multi-omic data integration applied to molecular tumor classification. BIBM (2021)
Eduardo Dessupoio Moreira Dias, Marley Maria Bernardes Rebuzzi Vellasco, André Vargas Abs da Cruz
Quantum-inspired neuro coevolution model applied to coordination problems. Expert Syst. Appl. 167 (2021)
Guilherme Angelo Leite, Marley Maria Bernardes Rebuzzi Vellasco
Development of offshore maintenance service scheduling system with workers allocation. CEC (2020)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Evolved Explainable Classifications for Lymph Node Metastases. CoRR (2020)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning. INNSBDDL (2019)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases. Sensors 19 (13) (2019)
Mateus Gheorghe de Castro Ribeiro, Pedro Henrique Souza Calderano, Renan Piazzaroli Finotti Amaral, Ivan Fabio Mota de Menezes, Ricardo Tanscheit, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Pestana de Aguiar
Detection and Classification of Faults in Aeronautical Gas Turbine Engine: a Comparison Between two Fuzzy Logic Systems. FUZZ-IEEE (2018)
Tatiana Escovedo, Adriano S. Koshiyama, Marley Maria Bernardes Rebuzzi Vellasco, Rubens Nascimento Melo, André Vargas Abs da Cruz
A2D2: A pre-event abrupt drift detection. IJCNN (2015)
Adriano S. Koshiyama, Tatiana Escovedo, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
GPFIS-Control: A fuzzy Genetic model for Control tasks. FUZZ-IEEE (2014)
Tatiana Escovedo, André Vargas Abs da Cruz, Adriano S. Koshiyama, Rubens Nascimento Melo, Marley Maria Bernardes Rebuzzi Vellasco
NEVE++: A neuro-evolutionary unlimited ensemble for adaptive learning. IJCNN (2014)
Marco Silva, Adriano S. Koshiyama, Marley Maria Bernardes Rebuzzi Vellasco, Edson Cataldo
Evolutionary features and parameter optimization of spiking neural networks for unsupervised learning. IJCNN (2014)
Harold D. de Mello Jr., André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco
Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton Copula. IDEAL (2014)
Javier E. Reyes Sanchez, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Fault detection and measurements correction for multiple sensors using a modified autoassociative neural network. Neural Comput. Appl. 24 (7-8) (2014)
Guilherme Cesário Strachan, Adriano Soares Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Towards a quantum-inspired multi-gene linear genetic programming model. GECCO (Companion) (2014)
Guilherme Cesário Strachan, Adriano S. Koshiyama, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems. BRACIS (2014)
Eric da Silva Praxedes, Adriano S. Koshiyama, Elita Selmara Abreu, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach. GECCO (2014)
Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano Soares Koshiyama
NEVE: A Neuro-Evolutionary Ensemble for Adaptive Learning. AIAI (2013)
Waldir Nunes, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
A quantum-inspired evolutionary algorithm for fuzzy classification. IFSA/NAFIPS (2013)
Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano S. Koshiyama
Using ensembles for adaptive learning: A comparative approach. IJCNN (2013)
Cesar H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm. RiTA (2013)
Adriana da Costa F. Chaves, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Fuzzy rules extraction from support vector machines for multi-class classification. Neural Comput. Appl. 22 (7-8) (2013)
Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano S. Koshiyama
Learning under Concept Drift using a Neuro-Evolutionary Ensemble. Int. J. Comput. Intell. Appl. 12 (4) (2013)
Javier E. Reyes Sanchez, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks. EANN (2012)
Cesar H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
Comparative Analysis of Arm Control Performance Using Computational Intelligence. RiTA (2012)
Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Combining Forecasts: A Genetic Programming Approach. Int. J. Nat. Comput. Res. 3 (3) (2012)
Luciana C. D. Campos, Marley Maria Bernardes Rebuzzi Vellasco, Juan G. Lazo Lazo
A stochastic model based on neural networks. IJCNN (2011)
Javier E. Reyes Sanchez, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
An Intelligent Model for Self-compensation and Self-validation of Sensor Measurements. WILF (2011)
Roxana Jiménez Contreras, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Hierarchical type-2 neuro-fuzzy BSP model. Inf. Sci. 181 (15) (2011)
Rafael Valle dos Santos, Marley Maria Bernardes Rebuzzi Vellasco
Neural expert weighing. IJCNN (2010)
Fabio Martins, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco
Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model. AIS (2010)
André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Quantum-Inspired Evolutionary Algorithms applied to numerical optimization problems. IEEE Congress on Evolutionary Computation (2010)
Simone C. Miyoshi, Dilza Szwarcman, Marley Maria Bernardes Rebuzzi Vellasco
A new approach for history matching of oil and gas reservoir. IJCNN (2010)
Cyro Muniz, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit, Karla Figueiredo
A Neuro-fuzzy System for Fraud Detection in Electricity Distribution. IFSA/EUSFLAT Conf. (2009)
Alexandre Ormiga Galvão Barbosa, David Ronald A. Diaz, Marley Maria Bernardes Rebuzzi Vellasco, Marco A. Meggiolaro, Ricardo Tanscheit
Mental Tasks Classification for a Noninvasive BCI Application. ICANN (2) (2009)
Dilza Szwarcman, Jesus Domech More, Ricardo Tanscheit, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Nicholas Ribeiro
A Fuzzy System for the Assessment of Human Reliability. IFSA/EUSFLAT Conf. (2009)
Dário Augusto Borges Oliveira, Marley Maria Bernardes Rebuzzi Vellasco, Mariana M. B. Oliveira, Riuitiro Yamane
Application of Neural Networks in Aid for Diagnosis for Patients with Glaucoma. BIOSIGNALS (2009)
Cyro Muniz, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco, Gustavo Chavez, Marco Aurélio Cavalcanti Pacheco
Irregularity detection on low tension electric installations by neural network ensembles. IJCNN (2009)
Marcelo França Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo, Pedro C. G. da S. Vellasco
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. ICONIP (2) (2008)
Roxana Jiménez Conteras, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
Hierarchical Type-2 Neuro-Fuzzy BSP Model. HIS (2008)
Jesus Domech More, Ricardo Tanscheit, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, D. M. Swarcman
A Fuzzy Approach to the Study of Human Reliability in the Petroleum Industry. IFSA (2) (2007)
Luciana Faletti Almeida, Yván J. Túpac Valdivia, Juan G. Lazo Lazo, Marco Aurélio Cavalcanti Pacheco, Marley Maria Bernardes Rebuzzi Vellasco
Evolutionary Computation for Valves Control Optimization in Intelligent Wells Under Uncertainties. IFSA (2) (2007)
Juan G. Lazo Lazo, Marco Aurélio Cavalcanti Pacheco, Marley Maria Bernardes Rebuzzi Vellasco
Real Options and Genetic Algorithms to Approach of the Optimal Decision Rule for Oil Field Development Under Uncertainties. IFSA (2) (2007)
Ana Carolina Letichevsky, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit
A Fuzzy Inference System for Meta-Evaluation. ISDA (2007)
André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco
Quantum-Inspired Evolutionary Algorithm for Numerical Optimization. IEEE Congress on Evolutionary Computation (2006)
Elaine T. Fonseca, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Pedro C. G. da S. Vellasco, Sebastião A. L. de Andrade
A Neural Network System for Patch Load Prediction. J. Intell. Robotic Syst. 31 (1-3) (2001)