Maurício Cagliari Tosin

12 papers Journal 7Unranked 5
YearRankTypeTitle / 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
2025 J jnl
Deep learning model optimization methods and performance evaluation of YOLOv8 for enhanced weed detection in soybeans.
Comput. Electron. Agric.
Estéfani Sulzbach, Ismael Scheeren, Manuel Speranza Torres Veras, Maurício Cagliari Tosin, William Augusto Ellert Kroth, Aldo Merotto, Catarine Markus
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 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
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
2017 — conf
sEMG feature selection and classification using SVM-RFE.
EMBC
Maurício Cagliari Tosin, Mariano Majolo, Raissan Chedid, Vinicius H. Cene, Alexandre Balbinot