Alexandre Balbinot

42 papers Journal 15Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Critical Analysis of Generative Adversarial Networks in Anomaly Detection for Time Series. Expert Syst. J. Knowl. Eng. Marcelo Bozzetto, Maurício Cagliari Tosin, Tiago Oliveira Weber, Alexandre Balbinot
2025	J	`jnl`	A strategy based on paraconsistent random forest for sEMG gesture recognition systems robust to contaminated data. Comput. Biol. Medicine Gabriela W. Favieiro, Maurício Cagliari Tosin, Alexandre Balbinot
2025	J	`jnl`	An online training strategy based on the transfer learning concept for treating contaminants in surface electromyography. Eng. Appl. Artif. Intell. Maurício Cagliari Tosin, Tiago Oliveira Weber, Alexandre Balbinot
2024	—	`conf`	ADHD Diagnosis through Resting-State EEG Frequency Analysis with Random Forest. EMBC Guilherme R. Pedrollo, Leia B. Bagesteiro, Alexandre R. Franco, Alexandre Balbinot
2024	—	`conf`	FPGA-based Implementation of Random Forest Classifier for sEMG Signal Classification. EMBC Wagner Martins, Leia B. Bagesteiro, Tiago Oliveira Weber, Alexandre Balbinot
2024	J	`jnl`	Proposal of New Load Cells Based on Shoe Cleats to Measure Forces and Moments Applied by a Cyclist. IEEE Instrum. Meas. Mag. Matheus de Oliveira Araújo, Alexandre Balbinot, Fernando Weimer, Luciano Salerno
2022	—	`conf`	Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Minimization in sEMG Movement Recognition. EMBC Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot
2022	J	`jnl`	Identification and removal of contaminants in sEMG recordings through a methodology based on Fuzzy Inference and Actor-Critic Reinforcement learning. Expert Syst. Appl. Maurício Cagliari Tosin, Alexandre Balbinot
2022	—	`conf`	Spiking Neural Networks Diagnosis of ADHD subtypes through EEG Signals Evaluation. EMBC Guilherme R. Pedrollo, Alexandre R. Franco, Leia B. Bagesteiro, Alexandre Balbinot
2022	J	`jnl`	sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges. J. Artif. Intell. Res. Maurício Cagliari Tosin, Juliano C. Machado, Alexandre Balbinot
2021	—	`conf`	Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Type Identification in Surface Electromyography Data EMBC Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot
2021	J	`jnl`	Deep learning for surface electromyography artifact contamination type detection. Biomed. Signal Process. Control. Juliano Machado, Amauri Machado, Alexandre Balbinot
2020	J	`jnl`	Evaluation of recurrent neural networks as epileptic seizure predictor. Array Luciano Bongiorni, Alexandre Balbinot
2020	—	`conf`	Genetic Algorithm Application to Feature Selection in sEMG Movement Recognition with Regularized Extreme Learning Machine. EMBC Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot
2020	—	`conf`	Recurrent Neural Network for Contaminant Type Detector in Surface Electromyography Signals. EMBC Juliano Machado, Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot
2019	J	`jnl`	Open Database for Accurate Upper-Limb Intent Detection Using Electromyography and Reliable Extreme Learning Machines. Sensors Vinicius Horn Cene, Maurício Cagliari Tosin, Juliano Machado, Alexandre Balbinot
2019	J	`jnl`	Paraconsistent Random Forest: An Alternative Approach for Dealing With Uncertain Data. IEEE Access Gabriela W. Favieiro, Alexandre Balbinot
2019	—	`conf`	Recurrent Neural Network as Estimator for a Virtual sEMG Channel. EMBC Juliano C. Machado, Vinicius H. Cene, Alexandre Balbinot
2019	—	`conf`	Smoothed arg max Extreme Learning Machine: An Alternative to Avoid Classification Ripple in sEMG Signals. EMBC Vinicius Horn Cene, Juliano Machado, Alexandre Balbinot
2018	—	`conf`	An Automatic Cycling Performance Classifier System Based on the Crank Arm Force Measurement Data. EMBC Andre Vieira Pigatto, Raphael Ruschel dos Santos, Alexandre Balbinot
2018	—	`conf`	Fault-Tolerant Sensor Detection of sEMG signals: Quality Analysis Using a Two-Class Support Vector Machine. EMBC Karina O. A. Moura, Raphael Ruschel dos Santos, Alexandre Balbinot
2018	—	`conf`	Using Antonyan Vardan Transform and Extreme Learning Machines for Accurate sEMG Signal Classification. EMBC Vinicius Horn Cene, Raphael Ruschel dos Santos, Alexandre Balbinot
2018	J	`jnl`	Using the sEMG signal representativity improvement towards upper-limb movement classification reliability. Biomed. Signal Process. Control. Vinicius Horn Cene, Alexandre Balbinot
2018	J	`jnl`	Virtual Sensor of Surface Electromyography in a New Extensive Fault-Tolerant Classification System. Sensors Karina O. A. Moura, Alexandre Balbinot
2017	—	`conf`	Reever control: A biosignal controlled interface. EMBC Vinicius Horn Cene, Gabriela W. Favieiro, Luciana P. Nedel, Alexandre Balbinot
2017	—	`conf`	Using non-iterative methods and random weight networks to classify upper-limb movements through sEMG signals. EMBC Vinicius H. Cene, Gabriela W. Favieiro, Alexandre Balbinot
2017	—	`conf`	sEMG feature selection and classification using SVM-RFE. EMBC Maurício Cagliari Tosin, Mariano Majolo, Raissan Chedid, Vinicius H. Cene, Alexandre Balbinot
2016	—	`conf`	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 Andre V. Pigatto, Karina O. A. Moura, Gabriela W. Favieiro, Alexandre Balbinot
2016	—	`conf`	Movement imagery classification in EMOTIV cap based system by Naïve Bayes. EMBC Vinicius N. Stock, Alexandre Balbinot
2016	—	`conf`	Novel method to characterize upper-limb movements based on paraconsistent logic and myoelectric signals. EMBC Gabriela W. Favieiro, Karina O. A. Moura, Alexandre Balbinot
2016	—	`conf`	Support vectors machine classification of surface electromyography for non-invasive naturally controlled hand prostheses. EMBC Karina O. A. Moura, Gabriela W. Favieiro, Alexandre Balbinot
2015	—	`conf`	Complete factorial design experiment for 3D load cell instrumented crank validation. EMBC Omar Valle-Casas, Rafael Dalazen, Vinicius Cene, Alexandre Balbinot
2015	—	`conf`	Portable electrocardiograph through android application. EMBC Igor H. de Oliveira, V. H. Cene, Alexandre Balbinot
2015	—	`conf`	Upper-limb movement classification based on sEMG signal validation with continuous channel selection. EMBC V. H. Cene, Gabriela W. Favieiro, Alexandre Balbinot
2014	J	`jnl`	A New Crank Arm-Based Load Cell for the 3D Analysis of the Force Applied by a Cyclist. Sensors Alexandre Balbinot, Cleiton Milani, Jussan da Silva Bahia Nascimento
2014	J	`jnl`	Executed Movement Using EEG Signals through a Naive Bayes Classifier. Micromachines Juliano Machado, Alexandre Balbinot
2013	J	`jnl`	A Neuro-Fuzzy System for Characterization of Arm Movements. Sensors Alexandre Balbinot, Gabriela W. Favieiro
2013	—	`conf`	Adaptive and Linear Energy Based Detector for a Virtual Mouse Control. IWBBIO Alexandre Balbinot, Guilherme Corseti, Amanda Balbinot
2013	—	`conf`	Design and uncertainty analysis of a bioimpedance measurement channel. I2MTC Adalberto Schuck, Alexandre Balbinot, Rodrigo Wolff Porto
2013	—	`conf`	Measurement of transmissibility on individuals. I2MTC Alexandre Balbinot, Adalberto Schuck, Yuri Bruxel
2013	—	`conf`	Portable system for force measurement of long-term monitoring during human gait. IWBBIO Romulo Sehnen, Alexandre Balbinot, Amanda Balbinot
2011	—	`conf`	Adaptive neuro-fuzzy logic analysis based on myoelectric signals for multifunction prosthesis control. EMBC Gabriela W. Favieiro, Alexandre Balbinot