Alexandre Balbinot

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 29

Top Topics

Support Vectors

Bayes Classifier

Feature Selection And Classification

Top Venues

Biomed. Signal Process. Control.

IEEE Instrum. Meas. Mag.

Publications

Matheus de Oliveira Araújo, Alexandre Balbinot, Fernando Weimer, Luciano Salerno
Proposal of New Load Cells Based on Shoe Cleats to Measure Forces and Moments Applied by a Cyclist. IEEE Instrum. Meas. Mag. 27 (2) (2024)
Guilherme R. Pedrollo, Alexandre R. Franco, Leia B. Bagesteiro, Alexandre Balbinot
Spiking Neural Networks Diagnosis of ADHD subtypes through EEG Signals Evaluation. EMBC (2022)
Maurício Cagliari Tosin, Alexandre Balbinot
Identification and removal of contaminants in sEMG recordings through a methodology based on Fuzzy Inference and Actor-Critic Reinforcement learning. Expert Syst. Appl. 206 (2022)
Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot
Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Minimization in sEMG Movement Recognition. EMBC (2022)
Maurício Cagliari Tosin, Juliano C. Machado, Alexandre Balbinot
sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges. J. Artif. Intell. Res. 75 (2022)
Juliano Machado, Amauri Machado, Alexandre Balbinot
Deep learning for surface electromyography artifact contamination type detection. Biomed. Signal Process. Control. 68 (2021)
Maurício C. Tosin, Leia B. Bagesteiro, Alexandre Balbinot
. EMBC (2021)
Maurício C. Tosin, Leia B. Bagesteiro, Alexandre Balbinot
Genetic Algorithm Application to Feature Selection in sEMG Movement Recognition with Regularized Extreme Learning Machine. EMBC (2020)
Luciano Bongiorni, Alexandre Balbinot
Evaluation of recurrent neural networks as epileptic seizure predictor. Array 8 (2020)
Juliano Machado, Maurício C. Tosin, Leia B. Bagesteiro, Alexandre Balbinot
Recurrent Neural Network for Contaminant Type Detector in Surface Electromyography Signals. EMBC (2020)
Vinicius Horn Cene, Maurício C. Tosin, Juliano Machado, Alexandre Balbinot
Open Database for Accurate Upper-Limb Intent Detection Using Electromyography and Reliable Extreme Learning Machines. Sensors 19 (8) (2019)
Gabriela W. Favieiro, Alexandre Balbinot
Paraconsistent Random Forest: An Alternative Approach for Dealing With Uncertain Data. IEEE Access 7 (2019)
Juliano C. Machado, Vinicius H. Cene, Alexandre Balbinot
Recurrent Neural Network as Estimator for a Virtual sEMG Channel. EMBC (2019)
Vinicius Horn Cene, Juliano Machado, Alexandre Balbinot
Smoothed arg max Extreme Learning Machine: An Alternative to Avoid Classification Ripple in sEMG Signals. EMBC (2019)
Vinicius Horn Cene, Alexandre Balbinot
Using the sEMG signal representativity improvement towards upper-limb movement classification reliability. Biomed. Signal Process. Control. 46 (2018)
Andre Vieira Pigatto, Raphael Ruschel dos Santos, Alexandre Balbinot
An Automatic Cycling Performance Classifier System Based on the Crank Arm Force Measurement Data. EMBC (2018)
Karina O. A. Moura, Alexandre Balbinot
Virtual Sensor of Surface Electromyography in a New Extensive Fault-Tolerant Classification System. Sensors 18 (5) (2018)
Vinicius Horn Cene, Raphael Ruschel dos Santos, Alexandre Balbinot
Using Antonyan Vardan Transform and Extreme Learning Machines for Accurate sEMG Signal Classification. EMBC (2018)
Karina O. A. Moura, Raphael Ruschel dos Santos, Alexandre Balbinot
Fault-Tolerant Sensor Detection of sEMG signals: Quality Analysis Using a Two-Class Support Vector Machine. EMBC (2018)
Maurício C. Tosin, Mariano Majolo, Raissan Chedid, Vinicius H. Cene, Alexandre Balbinot
sEMG feature selection and classification using SVM-RFE. EMBC (2017)
Vinicius Horn Cene, Gabriela W. Favieiro, Luciana P. Nedel, Alexandre Balbinot
Reever control: A biosignal controlled interface. EMBC (2017)
Vinicius H. Cene, Gabriela W. Favieiro, Alexandre Balbinot
Using non-iterative methods and random weight networks to classify upper-limb movements through sEMG signals. EMBC (2017)
Karina O. A. Moura, Gabriela W. Favieiro, Alexandre Balbinot
Support vectors machine classification of surface electromyography for non-invasive naturally controlled hand prostheses. EMBC (2016)
Andre V. Pigatto, Karina O. A. Moura, Gabriela W. Favieiro, Alexandre Balbinot
A new crank arm based load cell, with built-in conditioning circuit and strain gages, to measure the components of the force applied by a cyclist. EMBC (2016)
Gabriela W. Favieiro, Karina O. A. Moura, Alexandre Balbinot
Novel method to characterize upper-limb movements based on paraconsistent logic and myoelectric signals. EMBC (2016)
Vinicius N. Stock, Alexandre Balbinot
Movement imagery classification in EMOTIV cap based system by Naïve Bayes. EMBC (2016)
V. H. Cene, Gabriela W. Favieiro, Alexandre Balbinot
Upper-limb movement classification based on sEMG signal validation with continuous channel selection. EMBC (2015)
Omar Valle-Casas, Rafael Dalazen, Vinicius Cene, Alexandre Balbinot
Complete factorial design experiment for 3D load cell instrumented crank validation. EMBC (2015)
Igor H. de Oliveira, V. H. Cene, Alexandre Balbinot
Portable electrocardiograph through android application. EMBC (2015)
Alexandre Balbinot, Cleiton Milani, Jussan da Silva Bahia Nascimento
A New Crank Arm-Based Load Cell for the 3D Analysis of the Force Applied by a Cyclist. Sensors 14 (12) (2014)
Juliano Machado, Alexandre Balbinot
Executed Movement Using EEG Signals through a Naive Bayes Classifier. Micromachines 5 (4) (2014)
Adalberto Schuck, Alexandre Balbinot, Rodrigo Wolff Porto
Design and uncertainty analysis of a bioimpedance measurement channel. I2MTC (2013)
Alexandre Balbinot, Adalberto Schuck, Yuri Bruxel
Measurement of transmissibility on individuals. I2MTC (2013)
Romulo Sehnen, Alexandre Balbinot, Amanda Balbinot
Portable system for force measurement of long-term monitoring during human gait. IWBBIO (2013)
Alexandre Balbinot, Gabriela W. Favieiro
A Neuro-Fuzzy System for Characterization of Arm Movements. Sensors 13 (2) (2013)
Alexandre Balbinot, Guilherme Corseti, Amanda Balbinot
Adaptive and Linear Energy Based Detector for a Virtual Mouse Control. IWBBIO (2013)
Gabriela W. Favieiro, Alexandre Balbinot
Adaptive neuro-fuzzy logic analysis based on myoelectric signals for multifunction prosthesis control. EMBC (2011)