Supervision
(Last update: 2019)
Current graduate students
[4] Vania Correa Mota (Postdoc) < vaniamota33 at gmail dot com >
Nonstationary Time Series Prediction using Multi-Criteria Evolving Fuzzy Models and Incremental Machine Learning
[3] Tatiane Alvarenga (Postdoc) < tatianecarvalhoalvarenga at gmail dot com >
Evolving Bayesian Fuzzy Systems
[2] Charles Carvalho Aguiar (MSc) < charlescaguiar at hotmail dot com >
Unsupervised Fuzzy eIX: evolving Internal-eXternal Fuzzy Clustering
[1] Danyellen Gonçalves (MSc) < danyellen.g at hotmail dot com >
Unsupervised Evolving Fuzzy Methods for Clustering EEG Data Streams from Evoked Visual Potential
Current undergraduate students
[4] Pedro Oliveira Farah (Serrapilheira) < pedro.farah at estudante dot ufla dot br >
Topics on Brain-Computer Interface and Incremental Clustering
[3] Volnei Frigeri Junior (Serrapilheira) < volnei.junior at estudante dot ufla dot br >
Topics on Brain-Computer Interface and Incremental Clustering
[2] Rodrigo Otavio Medeiros (Serrapilheira) < rodrigo.medeiros at estudante dot ufla dot br >
Topics on Brain-Computer Interface and Incremental Clustering
[1] Karolina Cardoso Faria (TCC) < karolina_cardoso at outlook dot com >
Spatio-Temporal Pattern Recognition of Brain Signals from EEG Data
Past graduate students and postdocs
[15] Lucas Alves Dias Oliveira (MSc co-supervision) < >
Reliability Centered Maintenance: Fuzzy Clustering to Fault Detection in Railway Traction Motors, 2020
[14] Tamyres Pereira (MSc) < tamyres.m.p at gmail dot com >
Incremental Bottom-Up Interval Clustering from Interval Data Streams, 2020
[13] Daniele Oliveira Silva (MSc co-supervision) < danieleoliveira.soad at gmail dot com >
Online Monitoring and Fuzzy Control of the Roasting Conditions of Arabica Coffee, 2019
[12] João Paulo de Oliveira Tavares (MSc co-supervision) < jptavares1606 at gmail dot com >
Evolving Granular Fuzzy Control applied to Intelligent Vehicle Navigation, 2019
[11] Cristiano Garcia (MSc) < cristiano.garcia at dgti dot ufla dot br >
Incremental Missing Data Imputation via Modified Granular Evolving Fuzzy Model, 2018
[10] Stella Marys Dornelas Lamounier (MSc) < stella.dornelas at ifmg dot edu dot br >
Incremental Fuzzy Modeling for Early Detection and Severity Estimation of the Parkinson's Disease based on Speech Signals, 2018
[9] Vania Correa Mota (PhD co-supervision) < vaniamota33 at gmail dot com>
On Fuzzy Rule Based and Geostatistical Approaches for Feature Evaluation in Compost Bedded Pack Barns, 2018
[8] Fabricio Pereira Lucas (MSc co-supervision) < fpl1992 at yahoo dot com dot br >
High Impedance Fault Detection and Location in Distribution Systems with Distributed Generation using Evolving Neural Network, 2018
[7] Eduardo Almeida Soares (MSc) < edu.soares999 at gmail dot com >
Rule-based Evolving Systems for Weather Time Series Prediction, 2017
[6] Ricardo de Paula Poucas (MSc) < ricardo.poucas at gmail dot com >
Data Clouds and Granule-based Evolving Models for Spam Detection, 2017
[5] Marcio Wladimir Santana (MSc) < marciowsantana at hotmail dot com >
Incremental Clustering of Data Streams for Power Quality Monitoring and Analysis, 2017
[4] Sergio Ribeiro Silva (MSc co-supervision) < sergiodocedro at gmail dot com >
High Impedance Fault Detection in Medium Voltage Networks Using Wavelet Transform and Evolving Artificial Neural Network, 2016
[3] Lourenco Alves Campos Bueno (MSc co-supervision) < lourenco.bueno at sga dot pucminas dot br >
Evolving Ensemble of Fuzzy Models for Multivariate Time Series Prediction, 2015
[2] Israel Teodoro Mendes (MSc co-supervision) < israelt at nepomuceno dot cefetmg dot br >
Evolving Intelligent Embedded Systems, 2013
[1] Enderson Neves Cruz (MSc co-supervision) < enderson at deii dot cefetmg dot br >
Intelligent Evolving Systems Applied to Time Series Prediction, 2013
Past undergraduate students
[21] Douglas Roberto Damasceno (TCC) < douglas.r.f.damasceno at gmail dot com > Sup.: Silvia Ferreira; Co: Daniel Leite
Fuzzy C-Means Clustering applied to Islanding Detection in Power Systems
[20] Hercules Nakai (TCC) < herculesnakai at gmail dot com >
Design of a Management System based on IOT Devices for Self-service of Beer
[19] Mateus Santos (TCC) < santos.mrodrigues at gmail dot com >
Neural Networks applied to Commodity Price Forecasting: A Study on Brazilian Arabica Coffee, 2019
[18] Carla Freitas Amaral (TCC) < carlafa08 at gmail dot com >
Fuzzy and PID Approaches for Distillation Column Control, 2018
[17] Charles Aguiar (TCC) < charlescaguiar at hotmail dot com >
Intelligent Fuzzy Control for Gantry Crane Systems, 2018
[16] Clayton Henrique da Silva (FAPEMIG) < clayton_hds at ymail dot com >
Brain-Computer Interface for Controlling Mobile Robots, 2018
[15] Jordann Alessander Rosa Almeida (TCC) < jordann.alessandro at gmail dot com >
LMI Functional Fuzzy Control of Chaotic Systems based on Parallel Distributed Compensation, 2017
[14] Larissa Souza Pinto (TCC) < larissa.souzapinto.lsp at gmail dot com >
Adaptive Fuzzy Control for Autonomous Navigation in Unknown Environment Subject to Changes, 2017
[13] Celio Augusto Terra de Souza (TCC) < caugusto.terra at gmail dot com >
Interval Control of Systems with Unstructured Parametric Uncertainty, 2017
[12] Nathalia Souza, Isabella Oliveira (TCC) < nathaliabuenosouza at gmail dot com > < oliveirabella91 at gmail dot com > Sup.: Felipe Oliveira; Co: Daniel Leite. Instrumentation and Automation of a Corn Milling Plant, 2017
[11] Ariádne de Lourdes Justi Bertolin (TCC) < aribertolin at hotmail dot com > Sup.: Silvia Ferreira; Co: Daniel Leite
On the use of the Synchronous Reference Frame and the IEEE Standard 1459 for Calculating the Electric Power of Systems Subject to Voltage Fluctuations, 2016
[10] Luciano Melo (TCC) < lucianomelo182 at hotmail dot com >
Intelligent Temperature Monitor: PLC interfacing with Arduino, 2016
[9] Ana Paula Borges (TCC) < anapaularborges at hotmail dot com > Co: Silvia Costa Ferreira
A Neuro-Fuzzy Approach for Incipient Detection of Inter-Turn Short Circuit in the Stator Windings of Induction Motors, 2016
[8] Maria Tailani Borges (PIVIC - UFLA) < tailani2009 at hotmail dot com >
Adaptive Fuzzy Control for Robust Sensor-Based Navigation, 2015
[7] Lucas Marques (Jovens Talentos) < lucasm.10 at hotmail dot com >
Adaptive Fuzzy Control for Autonomous Navigation and Obstacle Avoidance in Unknown Environment, 2015
[6] Bruna Cunha (PIVIC) < bcunha at engautomacao dot ufla dot br >
Adaptive Fuzzy Modeling for Meteorological Time Series Prediction, 2015
[5] Thiago Juvenal Ribeiro (PIVIC) < thiagoth4 at hotmail dot com >
Evolving Fuzzy Modeling Applied to Biomedical Data Classification, 2015
[4] (TCC)
Supervised Neural Networks Applied to Power Generation Systems Modeling, 2015
[3] Lais Souza Ramos (PIVIC) < lala.ramos at gmail dot com >
Adaptive Fuzzy Control for Robust Sensor-Based Navigation, 2014
[2] Alan Barbosa (CEMIG) < alanacaiaca at hotmail dot com > Co: Pyramo Costa Júnior
Principal Components Analysis for Transformer Fault Detection, 2009
[1] Lucas de Oliveira Nascimento (CEMIG) < on.lucas at gmail dot com > Co: Pyramo Costa Júnior
Artificial Neural Networks Applied to Transformer Fault Detection, 2008