sEMG feature selection and classification using SVM-RFE. - Maurício Cagliari Tosin; Mariano Majolo; Raissan Chedid; Vinicius H. Cene; Alexandre Balbinot (EMBC, 2017)

Open Database for Accurate Upper-Limb Intent Detection Using Electromyography and Reliable Extreme Learning Machines. - Vinicius Horn Cene; Maurício Cagliari Tosin; Juliano Machado; Alexandre Balbinot (Sensors, 2019)

Recurrent Neural Network for Contaminant Type Detector in Surface Electromyography Signals. - Juliano Machado; Maurício Cagliari Tosin; Leia B. Bagesteiro; Alexandre Balbinot (EMBC, 2020)

Genetic Algorithm Application to Feature Selection in sEMG Movement Recognition with Regularized Extreme Learning Machine. - Maurício Cagliari Tosin; Leia B. Bagesteiro; Alexandre Balbinot (EMBC, 2020)

Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Type Identification in Surface Electromyography Data*. - Maurício Cagliari Tosin; Leia B. Bagesteiro; Alexandre Balbinot (EMBC, 2021)

Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Minimization in sEMG Movement Recognition. - Maurício Cagliari Tosin; Leia B. Bagesteiro; Alexandre Balbinot (EMBC, 2022)

Identification and removal of contaminants in sEMG recordings through a methodology based on Fuzzy Inference and Actor-Critic Reinforcement learning. - Maurício Cagliari Tosin; Alexandre Balbinot (Expert Syst. Appl., 2022)

sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges. - Maurício Cagliari Tosin; Juliano C. Machado; Alexandre Balbinot (J. Artif. Intell. Res., 2022)

A strategy based on paraconsistent random forest for sEMG gesture recognition systems robust to contaminated data. - Gabriela W. Favieiro; Maurício Cagliari Tosin; Alexandre Balbinot (Comput. Biol. Medicine, 2025)

Deep learning model optimization methods and performance evaluation of YOLOv8 for enhanced weed detection in soybeans. - Estéfani Sulzbach; Ismael Scheeren; Manuel Speranza Torres Veras; Maurício Cagliari Tosin; William Augusto Ellert Kroth; Aldo Merotto; Catarine Markus (Comput. Electron. Agric., 2025)

An online training strategy based on the transfer learning concept for treating contaminants in surface electromyography. - Maurício Cagliari Tosin; Tiago Oliveira Weber; Alexandre Balbinot (Eng. Appl. Artif. Intell., 2025)

A Critical Analysis of Generative Adversarial Networks in Anomaly Detection for Time Series. - Marcelo Bozzetto; Maurício Cagliari Tosin; Tiago Oliveira Weber; Alexandre Balbinot (Expert Syst. J. Knowl. Eng., 2025)