iC2D - Publicações

Artigos

Online hand gesture recognition by sEMG: a system for Myo armband based on machine learning

Matheus Taborda Carneiro, Augusto Tetsuo Prado Inafuco, João Pedro Moreto Lourenção, Thiago Simões Dias, Daniel Prado Campos, José Jair Alves Mendes Junior
Research on Biomedical Engineering - Agosto de 2025

MOT: A Low-Latency, Multichannel Wireless Surface Electromyography Acquisition System Based on the AD8232 Front-End

Augusto Tetsuo Prado Inafuco, Pablo Machoski, Daniel Prado Campos, Sergio Francisco Pichorim, José Jair Alves Mendes Junior
Sensors - Junho de 2025

Non-invasive muscle-machine interface open source project: wearable hand myoelectrical orthosis (MES-FES)

Daniel Prado Campos, José Jair Alves Mendes Junior, Paulo Broniera Junior, André Eugenio Lazzaretti, Larissa Gomes Sartori, Eddy Krueger
Assistive Technology - Setembro de 2024

Event-Driven sEMG Feature Extraction for Classifying Ingestive Behavior in Ruminants

Daniel P Campos, André E Lazzaretti, Fábio L Bertotti, João AG Hill, André LF da Silveira
IEEE Sensors Letters - Julho de 2024

MES-FES Interface Enhances Quadriceps Muscle Response in Sitting Position in Incomplete Spinal Cord Injury: Pilot Study

Denise Bolonhezi Ribeiro, Larissa Gomes Sartori, María Verónica González Méndez, Roger Burgo de Souza, Daniel Prado Campos, Paulo Broniera Júnior, José JA Mendes Junior, Eddy Krueger
Prosthesis - Junho de 2024

An unsupervised generative adversarial network system to detect ddos attacks in sdn

Daniel M Brandão Lent, Vitor G Da Silva Ruffo, Luiz F Carvalho, Jaime Lloret, Joel JPC Rodrigues, Mario Lemes Proença
IEEE Access - Maio de 2024

Ineffective voluntary motor improvement through non-invasive BCI-FES with static magnetic field in complete spinal cord injury: A pilot study

Larissa Gomes Sartori, Roger Burgo de Souza, Daniel Prado Campos, Paulo Broniera Júnior, José Jair Alves Mendes Junior, Eddy Krueger
Global Translational Medicine - Março de 2024

DIFFUSION STUDY OF NaCl AND KCl AT THE SOLUTION/OLIVE INTERFACE: MATHEMATICAL MODELING USING THE FINITE ELEMENT METHOD AND SELF-ORGANIZING FEATURE MAP (SOFM)-TYPE NEURAL NETWORKS

Dionisio Borsato, Marco AJ Clemente, Heloisa HP Silva, Nathan F Silva, Julia W Campos, Eduardo G de Sousa, Hágata C Silva, Karina B Angilelli, Ana CG Mantovani, Rafael G Mantovani
Química Nova - Outubro de 2023

Development of a robotic orthosis for fingers flexion motion by surface myoelectric control: Open source prototype

Hygor Vinicius Pereira Martins, João Antônio Palma Setti, Cayley Guimarães, Daniel Prado Campos
Biomedical Signal Processing and Control - Agosto de 2023

Individual Coordinative Structures During Single-Legged Stance Present Lateral Asymmetry

Carla Daniele Pacheco Rinaldin, Verônica Andrade da Silva, Joseana Wendling Withers, Daniel Prado Campos, Elisângela Ferretti Manffra
Perceptual and Motor Skills - Agosto de 2023

Mostrar mais 12

How do sEMG segmentation parameters influence pattern recognition process? An approach based on wearable sEMG sensor

José Jair Alves Mendes Junior, Carlos Eduardo Pontim, Thiago Simões Dias, Daniel Prado Campos
Biomedical Signal Processing and Control - Março de 2023

AD8232 to Biopotentials Sensors: Open Source Project and Benchmark

José Jair Alves Mendes Junior, Daniel Prado Campos, Lorenzo Coelho de Andrade Villela De Biassio, Pedro Carlin Passos, Paulo Broniera Júnior, André Eugênio Lazzaretti, Eddy Krueger
Electronics - Fevereiro de 2023

Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features

Tomáš Horváth, Rafael G Mantovani, André C P L F de Carvalho
Applied Soft Computing - Fevereiro de 2023

Efetividade da interface MESS-FESS na dorsiflexão de tornozelo após AVC por cavernoma: estudo de caso

Nathalia Fontana Pereira, Eduarda Campanini Alvares, Fernando Pinto Guedes, Daniel Prado Campos, Roger Burgo de Souza, Eddy Krueger
Revista Neurociências - Setembro de 2022

A gated recurrent unit deep learning model to detect and mitigate distributed denial of service and portscan attacks

Daniel M Brandao Lent, Matheus P Novaes, Luiz F Carvalho, Jaime Lloret, Joel JPC Rodrigues, Mario Lemes Proença
IEEE Access - Julho de 2022

Influence of EEG channel reduction on lower limb motor imagery during electrical stimulation in healthy and paraplegic subjects

Paulo Broniera Júnior, Daniel Prado Campos, André Eugênio Lazzaretti, Percy Nohama, Aparecido Augusto Carvalho, Eddy Krueger, Marcelo Carvalho Minhoto Teixeira
Research on Biomedical Engineering - Janeiro de 2022

Muscle activity during oral processing of sticky-cohesive foods

Seyed Mostafa Kazemeini, Daniel Prado Campos, Andrew J Rosenthal
Physiology & Behavior - Dezembro de 2021

EEG-FES-Force-MMG closed-loop control systems of a volunteer with paraplegia considering motor imagery with fatigue recognition and automatic shut-off

Paulo Broniera Junior, Daniel Prado de Campos, André Eugenio Lazzaretti, Percy Nohama, Aparecido Augusto Carvalho, Eddy Krueger, Marcelo Carvalho Minhoto Teixeira
Biomedical Signal Processing and Control - Julho de 2021

A critical review of techniques in power and data transmission for implantable EMG

Eduardo Felipe Ardigo Braga, Daniel Prado de Campos
Journal of Applied Instrumentation and Control - Abril de 2021

Impact of sEMG Time-series Segmentation Parameters on the Recognition of Hand Gestures

Carlos Eduardo Pontim, José Jair ALves Mendes Júnior, Hygor Vinícius Pereira Martins, Daniel Prado Campos
Journal of Applied Instrumentation and Control - Outubro de 2020

Independent component analysis in multi-channel forearm surface electromyography processing on armband approach for hand gesture classification

José Jair Alves Mendes Junior, Daniel Prado de Campos, Thiago Simões Dias, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr, Sergio Francisco Pichorim
Research on Biomedical Engineering - Agosto de 2020

Analysis of influence of segmentation, features, and classification in sEMG processing: A case study of recognition of brazilian sign language alphabet

José Jair Alves Mendes Junior, Melissa La Banca Freitas, Daniel Prado Campos, Felipe Adalberto Farinelli, Sergio Luiz Stevan Jr, Sérgio Francisco Pichorim
Sensors - Agosto de 2020

Anais de Eventos

Usage Patterns and Performance Gains in Gamified Online Judges: A Data-Driven Analysis Informed by Cognitive Psychology in CS1

Luiz Rodrigues, Andres Felipe Zambrano, Maciej Pankiewicz, Amanda Barany, Ryan Baker
Artificial Intelligence in Education (AIED 2025) - Julho de 2025

A Review on the Recent use of Machine Learning for Gesture Recognition using Myoelectric Signals

Gabriel Molina de Lima, Daniel Prado Campos, Rafael Gomes Mantovani
Encontro Nacional de Inteligência Artificial e Computacional (ENIAC) - Novembro de 2024

Music Genre Recognition with Handcrafted Audio Features

André Luís de Oliveira, Luiz Fernando Carvalho, Daniel Prado Campos, Rafael Gomes Mantovani
Encontro Nacional de Inteligência Artificial e Computacional (ENIAC) - Novembro de 2024

Evaluation of a Passive Upper-Limb Exoskeleton’s Electromyographic Response in Dynamic Industrial Operations

DP Campos, MCJ Wosch, JP Moreto Lourenção, TT Moreira, HB Toso, JJA Mendes Junior
Brazilian Congress on Biomedical Engineering - Setembro de 2024

A Low-Cost LoRa-Based Wireless System for Real-Time Long-Range sEMG Monitoring

Cassio Slika Stella, Gabriel Finger Conte, Guilherme Almeida Carmo, André Luis Finkler da Silveira, João Ari Gualberto Hill, Daniel Prado Campos, Fábio Luiz Bertotti
Brazilian Congress on Biomedical Engineering - Setembro de 2024

Analysis of the Efficiency of an Upper Limb Exoskeleton in Mitigating Ergonomic Risks in Work with Raised Arms During Polishing Activity in the Aeronautical Industry

Caroline Steudel, José Jair Alves Mendes Junior, Daniel Prado Campos
Brazilian Congress on Biomedical Engineering - Setembro de 2024

Analysis of the Viability of Replacing Ag/AgCl Electrodes with Dry Electrodes for Gesture Classification from sEMG

Augusto Tetsuo Prado Inafuco, DP Campos, JJAM Junior
Brazilian Congress on Biomedical Engineering - Setembro de 2024

Joint Coordination to Maintain Postural Balance Differs Between Preferred and Non-preferred Lower Limbs

CDP Rinaldin, VA Silva, DP Campos, EF Manffra
Latin American Conference on Biomedical Engineering - Outubro de 2022

Time-series in hyper-parameter initialization of machine learning techniques

Tomáš Horváth, Rafael G Mantovani, André C P L F de Carvalho
Intelligent Data Engineering and Automated Learning (IDEAL 2021) - Novembro de 2021

Recognition of Facial Patterns Using Surface Electromyography—A Preliminary Study

MR Lima, José Jair Alves Mendes Júnior, Daniel Prado de Campos
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

Mostrar mais 5

Development of bionic hand using myoelectric control for transradial amputees

Carlos Eduardo Pontim, MG Alves, José Jair Alves Mendes Júnior, Daniel Prado de Campos, JAP Setti
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

Design and Performance Evaluation of a Custom 3D Printed Thumb Orthosis to Reduce Occupational Risk in an Automotive Assembly Line

H Toso, Daniel Prado de Campos, HVP Martins, R Wenke, M Salatiel, JAP Setti, G Balbinotti
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

Perspectives on EMG-Controlled Prosthetic Robotic Hands: Trends and Challenges

Carlos Eduardo Pontim, Arturo Vaine, Hygor Vinícius Pereira Martins, Kevin Christlieb Deessuy, Eduardo Felipe Ardigo Braga, José Jair Alves Mendes Júnior, Daniel Prado de Campos
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

Channel Influence in Armband Approach for Gesture Recognition by sEMG Signals

JJA Mendes Jr, MLB Freitas, Daniel Prado de Campos, CE Pontim, SL Stevan Jr, SF Pichorim
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

Multi-label EMG Classification of Isotonic Hand Movements: A Suitable Method for Robotic Prosthesis Control

José Jair Alves Mendes Junior, Carlos Eduardo Pontim, Daniel Prado de Campos
XXVII Brazilian Congress on Biomedical Engineering - Outubro de 2020

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