Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach. - José Jair Alves Mendes Junior; Melissa La Banca Freitas; Hugo Valadares Siqueira; André Eugênio Lazzaretti; Sérgio Francisco Pichorim; Sergio Luiz Stevan Jr. (Biomed. Signal Process. Control., 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 de Campos; Felipe Adalberto Farinelli; Sergio Luiz Stevan Jr.; Sérgio Francisco Pichorim (Sensors, 2020)

Sensors and Systems for Physical Rehabilitation and Health Monitoring - A Review. - Lucas Medeiros Souza do Nascimento; Lucas Vacilotto Bonfati; Melissa La Banca Freitas; José Jair Alves Mendes Junior; Hugo Valadares Siqueira; Sergio Luiz Stevan Jr. (Sensors, 2020)

Surgical Instrument Signaling Gesture Recognition Using Surface Electromyography Signals. - Melissa La Banca Freitas; José Jair Alves Mendes Junior; Thiago Simões Dias; Hugo Valadares Siqueira; Sergio Luiz Stevan Jr. (Sensors, 2023)