Guilherme A. Barreto

52 papers A* 1B 6C 3Misc 1Journal 23Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bidirectional unsupervised probabilistic data generation with self-organizing maps for the geoenergy industry. Neurocomputing Rewbenio A. Frota, Guilherme A. Barreto, Marley M. B. R. Vellasco, Candida Menezes de Jesus
2024	B	`conf`	Heteroassociative Mapping with Self-Organizing Maps for Probabilistic Multi-output Prediction. IJCNN Rewbenio A. Frota, Marley M. B. R. Vellasco, Guilherme A. Barreto, Candida Menezes de Jesus
2024	B	`conf`	Neural fractional order PID controller embedded in an 8-bit microcontroller for neonatal incubator. IJCNN Igor Rocha de Sousa, Guilherme A. Barreto
2024	—	`conf`	New Cloth Unto an Old Garment: SOM for Regeneration Learning. WSOM+ Rewbenio A. Frota, Guilherme A. Barreto, Marley M. B. R. Vellasco, Candida Menezes de Jesus
2023	J	`jnl`	An Outlier-Robust Growing Local Model Network for Recursive System Identification. Neural Process. Lett. Jessyca Almeida Bessa, Guilherme A. Barreto, Ajalmar R. da Rocha Neto
2022	J	`jnl`	A Sparse Online Approach for Streaming Data Classification via Prototype-Based Kernel Models. Neural Process. Lett. David N. Coelho, Guilherme A. Barreto
2022	J	`jnl`	Pattern classification based on regional models. Appl. Soft Comput. Rômulo B. P. Drumond, Renan F. Albuquerque, Guilherme A. Barreto, Amauri H. Souza
2021	J	`jnl`	A Novel Kalman Filter Formulation for Improving Tracking Performance of the Extended Kernel RLS. Circuits Syst. Signal Process. Tiago S. Façanha, Guilherme A. Barreto, José Tarcisio Costa Filho
2021	J	`jnl`	Fully adaptive dictionary for online correntropy kernel learning using proximal methods. Expert Syst. Appl. Michael S. Duarte, Guilherme A. Barreto
2020	J	`jnl`	A General Framework for Optimal Tuning of PID-like Controllers for Minimum Jerk Robotic Trajectories. J. Intell. Robotic Syst. Phelipe W. Oliveira, Guilherme A. Barreto, George A. P. Thé
2020	J	`jnl`	Evaluation of Goat Leather Quality Based on Computational Vision Techniques. Circuits Syst. Signal Process. Edmilson Q. Santos Filho, Pedro Henrique Feijo de Sousa, Pedro Pedrosa Rebouças Filho, Guilherme A. Barreto, Victor Hugo C. de Albuquerque
2020	J	`jnl`	On robust randomized neural networks for regression: a comprehensive review and evaluation. Neural Comput. Appl. Ananda L. Freire, Ajalmar R. da Rocha Neto, Guilherme A. Barreto
2019	J	`jnl`	A stochastic variational framework for Recurrent Gaussian Processes models. Neural Networks César Lincoln C. Mattos, Guilherme A. Barreto
2019	—	`conf`	Approximate Linear Dependence as a Design Method for Kernel Prototype-Based Classifiers. WSOM+ David N. Coelho, Guilherme A. Barreto
2019	—	`conf`	Classificação de Estados Epilépticos em Sinais de EEG utilizando Detecção de Anomalias. SBBD Lucas Cabral, Guilherme A. Barreto, José Maria Monteiro
2019	—	`conf`	LVQ-type Classifiers for Condition Monitoring of Induction Motors: A Performance Comparison. WSOM+ Diego P. Sousa, Guilherme A. Barreto, Charles C. Cavalcante, Cláudio M. S. Medeiros
2019	—	`conf`	Robust Echo State Network for Recursive System Identification. IWANN (1) Renan Bessa, Guilherme A. Barreto
2018	—	`conf`	A Novel Tuning Method for PD Control of Robotic Manipulators Based on Minimum Jerk Principle. LARS/SBR/WRE Phelipe Wesley Oliveira, Guilherme A. Barreto, George A. P. Thé
2018	—	`ed.`	Fuzzy Information Processing - 37th Conference of the North American Fuzzy Information Processing Society, NAFIPS 2018, Fortaleza, Brazil, July 4-6, 2018, Proceedings NAFIPS Guilherme A. Barreto, Ricardo Coelho
2018	J	`jnl`	Novelty Detection in Time Series Using Self-Organizing Neural Networks: A Comprehensive Evaluation. Neural Process. Lett. Leonardo Aguayo, Guilherme A. Barreto
2017	J	`jnl`	A regularized estimation framework for online sparse LSSVR models. Neurocomputing José Daniel A. Santos, Guilherme A. Barreto
2017	—	`conf`	Detection of short circuit faults in 3-phase converter-fed induction motors using kernel SOMs. WSOM David N. Coelho, Guilherme A. Barreto, Cláudio M. S. Medeiros
2017	—	`conf`	Forward Stagewise Regression on Incomplete Datasets. IWANN (1) Marcelo B. A. Veras, Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Júnior, Guilherme A. Barreto
2017	—	`conf`	Metaheuristic optimization for automatic clustering of customer-oriented supply chain data. WSOM César Lincoln C. Mattos, Guilherme A. Barreto, Dennis Horstkemper, Bernd Hellingrath
2017	—	`conf`	Randomized Neural Networks for Recursive System Identification in the Presence of Outliers: A Performance Comparison. IWANN (1) César Lincoln C. Mattos, Guilherme A. Barreto, Gonzalo Acuña
2017	J	`jnl`	SOM4R: a Middleware for Robotic Applications Based on the Resource-Oriented Architecture. J. Intell. Robotic Syst. Marcus V. D. Veloso, José Tarcisio Costa Filho, Guilherme A. Barreto
2016	J	`jnl`	A Robust Extreme Learning Machine for pattern classification with outliers. Neurocomputing Guilherme A. Barreto, Ana Luiza B. P. Barros
2016	—	`conf`	Local Models for Learning Inverse Kinematics of Redundant Robots: A Performance Comparison. WSOM Humberto I. Fontinele, Davyd B. Melo, Guilherme A. Barreto
2016	J	`jnl`	Novel approaches for parameter estimation of local linear models for dynamical system identification. Appl. Intell. Guilherme A. Barreto, Luís Gustavo M. Souza
2016	A*	`conf`	Recurrent Gaussian Processes. ICLR (Poster) César Lincoln C. Mattos, Zhenwen Dai, Andreas C. Damianou, Jeremy Forth, Guilherme A. Barreto, Neil D. Lawrence
2015	C	`conf`	A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems. IDEAL José Daniel A. Santos, Guilherme A. Barreto
2015	C	`conf`	An Empirical Evaluation of Robust Gaussian Process Models for System Identification. IDEAL César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto
2015	J	`jnl`	On the Design of Robust Linear Pattern Classifiers Based on M-Estimators. Neural Process. Lett. Guilherme A. Barreto, Ana Luiza B. P. Barros
2015	—	`conf`	Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification. IWANN (2) José Daniel A. Santos, César Lincoln C. Mattos, Guilherme A. Barreto
2015	J	`jnl`	Robust classification with reject option using the self-organizing map. Neural Comput. Appl. Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme A. Barreto
2014	B	`conf`	A new model selection approach for the ELM network using metaheuristic optimization. ESANN Ananda Freire, Guilherme A. Barreto
2014	J	`jnl`	An improved hybrid particle swarm optimization algorithm applied to economic modeling of radio resource allocation. Electron. Commer. Res. César Lincoln C. Mattos, Guilherme A. Barreto, Francisco Rodrigo P. Cavalcanti
2014	C	`conf`	Improved Adaline Networks for Robust Pattern Classification. ICANN César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto
2014	—	`conf`	On the efficient design of a prototype-based classifier using differential evolution. SDE Luiz A. Soares Filho, Guilherme A. Barreto
2014	B	`conf`	reject option paradigm for the reduction of support vectors. ESANN Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra
2013	J	`jnl`	ARTIE and MUSCLE models: building ensemble classifiers from fuzzy ART and SOM networks. Neural Comput. Appl. César Lincoln C. Mattos, Guilherme A. Barreto
2013	Misc	`conf`	Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers. HAIS Ana Luiza Bessa de Paula Barros, Guilherme A. Barreto
2013	J	`jnl`	Data Preprocessing and Model Design for Medicine Problems. Comput. Math. Methods Medicine Alberto Guillén, Amaury Lendasse, Guilherme A. Barreto
2013	—	`conf`	Improving the Classification Performance of Optimal Linear Associative Memory in the Presence of Outliers. IWANN (1) Ana Luiza Bessa de Paula Barros, Guilherme A. Barreto
2013	J	`jnl`	Kinesthetic teaching of visuomotor coordination for pointing by the humanoid robot iCub. Neurocomputing Andre Lemme, Ananda Freire, Guilherme A. Barreto, Jochen J. Steil
2013	—	`conf`	Minimal Learning Machine: A New Distance-Based Method for Supervised Learning. IWANN (1) Amauri Holanda de Souza Júnior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, Olli Simula
2013	J	`jnl`	Opposite Maps: Vector Quantization Algorithms for Building Reduced-Set SVM and LSSVM Classifiers. Neural Process. Lett. Ajalmar R. da Rocha Neto, Guilherme A. Barreto
2012	B	`conf`	Learning visuo-motor coordination for pointing without depth calculation. ESANN Ananda Freire, Andre Lemme, Jochen J. Steil, Guilherme A. Barreto
2012	—	`conf`	Opposite Maps for Hard Margin Support Vector Machines. WSOM Ajalmar R. da Rocha Neto, Guilherme A. Barreto
2012	—	`conf`	Robust Regional Modeling for Nonlinear System Identification Using Self-Organizing Maps. WSOM Amauri Holanda de Souza Júnior, Francesco Corona, Guilherme A. Barreto
2008	J	`jnl`	Long-term time series prediction with the NARX network: An empirical evaluation. Neurocomputing José Maria P. Menezes Jr., Guilherme A. Barreto
2001	B	`conf`	A distributed robotic control system based on a temporal self-organizing neural network. SMC Guilherme A. Barreto, Aluízio Fausto Ribeiro Araújo, C. Dücker, Helge J. Ritter