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Tese (Doutorado)
Machine learning strategies for enhancing myoelectric regression performance in the face of training and testing condition differences (2026)
Becman, Eric Cito; Forner Cordero, Arturo (Orientador) ; Driemeier, Larissa (coorient)
Unidade: EP
Subjects: ELETROMIOGRAFIA, APRENDIZADO COMPUTACIONAL, INTELIGÊNCIA ARTIFICIAL, TECNOLOGIA ASSISTIVA, INTERFACE HOMEM-COMPUTADOR
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
BECMAN, Eric Cito. Machine learning strategies for enhancing myoelectric regression performance in the face of training and testing condition differences. 2026. Tese (Doutorado) – Universidade de São Paulo, São Paulo, 2026. Disponível em: https://www.teses.usp.br/teses/disponiveis/3/3152/tde-17032026-144015/pt-br.php. Acesso em: 26 abr. 2026.
APA
Becman, E. C. (2026). Machine learning strategies for enhancing myoelectric regression performance in the face of training and testing condition differences (Tese (Doutorado). Universidade de São Paulo, São Paulo. Recuperado de https://www.teses.usp.br/teses/disponiveis/3/3152/tde-17032026-144015/pt-br.php
NLM
Becman EC. Machine learning strategies for enhancing myoelectric regression performance in the face of training and testing condition differences [Internet]. 2026 ;[citado 2026 abr. 26 ] Available from: https://www.teses.usp.br/teses/disponiveis/3/3152/tde-17032026-144015/pt-br.php
Vancouver
Becman EC. Machine learning strategies for enhancing myoelectric regression performance in the face of training and testing condition differences [Internet]. 2026 ;[citado 2026 abr. 26 ] Available from: https://www.teses.usp.br/teses/disponiveis/3/3152/tde-17032026-144015/pt-br.php
Artigo de periodico
A comparison study of myoelectric regression performances when estimating different types of joint kinematic data (2024)
Becman, Eric Cito ; Driemeier, Larissa ; Levin, Oron ; Swinnen, Stephan Patrick ; Forner Cordero, Arturo
Source: Expert systems with applications. Unidade: EP
Subjects: TECNOLOGIA ASSISTIVA, BIOMECÂNICA, APRENDIZADO COMPUTACIONAL, ELETROMIOGRAFIA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
BECMAN, Eric Cito et al. A comparison study of myoelectric regression performances when estimating different types of joint kinematic data. Expert systems with applications, v. No 2024, p. 1-20, 2024Tradução . . Disponível em: https://doi.org/10.1016/j.eswa.2024.124345. Acesso em: 26 abr. 2026.
APA
Becman, E. C., Driemeier, L., Levin, O., Swinnen, S. P., & Forner Cordero, A. (2024). A comparison study of myoelectric regression performances when estimating different types of joint kinematic data. Expert systems with applications, No 2024, 1-20. doi:10.1016/j.eswa.2024.124345
NLM
Becman EC, Driemeier L, Levin O, Swinnen SP, Forner Cordero A. A comparison study of myoelectric regression performances when estimating different types of joint kinematic data [Internet]. Expert systems with applications. 2024 ; No 2024 1-20.[citado 2026 abr. 26 ] Available from: https://doi.org/10.1016/j.eswa.2024.124345
Vancouver
Becman EC, Driemeier L, Levin O, Swinnen SP, Forner Cordero A. A comparison study of myoelectric regression performances when estimating different types of joint kinematic data [Internet]. Expert systems with applications. 2024 ; No 2024 1-20.[citado 2026 abr. 26 ] Available from: https://doi.org/10.1016/j.eswa.2024.124345
Artigo de periodico
Time series classification for predicting biped robot step viability (2024)
Igual, Jorge ; Americano, Pedro Parik ; Becman, Eric Cito ; Forner Cordero, Arturo
Source: Sensors. Unidade: EP
Subjects: ROBÓTICA, LOCOMOÇÃO, APRENDIZADO COMPUTACIONAL, ALGORITMOS PARA PROCESSAMENTO
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
IGUAL, Jorge et al. Time series classification for predicting biped robot step viability. Sensors, v. No 2024, n. 22, p. 1-18, 2024Tradução . . Disponível em: https://doi.org/10.3390/s24227107. Acesso em: 26 abr. 2026.
APA
Igual, J., Americano, P. P., Becman, E. C., & Forner Cordero, A. (2024). Time series classification for predicting biped robot step viability. Sensors, No 2024( 22), 1-18. doi:10.3390/s24227107
NLM
Igual J, Americano PP, Becman EC, Forner Cordero A. Time series classification for predicting biped robot step viability [Internet]. Sensors. 2024 ; No 2024( 22): 1-18.[citado 2026 abr. 26 ] Available from: https://doi.org/10.3390/s24227107
Vancouver
Igual J, Americano PP, Becman EC, Forner Cordero A. Time series classification for predicting biped robot step viability [Internet]. Sensors. 2024 ; No 2024( 22): 1-18.[citado 2026 abr. 26 ] Available from: https://doi.org/10.3390/s24227107
Artigo de periodico
Biped gait stability classification based on the predicted step viability (2024)
Americano, Pedro Parik ; Igual, Jorge ; Driemeier, Larissa ; Becman, Eric Cito ; Forner Cordero, Arturo
Source: Biomimetics. Unidade: EP
Subjects: BIOMECÂNICA, LOCOMOÇÃO, ROBÔS, ALGORITMOS
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
AMERICANO, Pedro Parik et al. Biped gait stability classification based on the predicted step viability. Biomimetics, v. 9, n. 5, p. 1-16, 2024Tradução . . Disponível em: https://doi.org/10.3390/biomimetics9050265. Acesso em: 26 abr. 2026.
APA
Americano, P. P., Igual, J., Driemeier, L., Becman, E. C., & Forner Cordero, A. (2024). Biped gait stability classification based on the predicted step viability. Biomimetics, 9( 5), 1-16. doi:10.3390/biomimetics9050265
NLM
Americano PP, Igual J, Driemeier L, Becman EC, Forner Cordero A. Biped gait stability classification based on the predicted step viability [Internet]. Biomimetics. 2024 ; 9( 5): 1-16.[citado 2026 abr. 26 ] Available from: https://doi.org/10.3390/biomimetics9050265
Vancouver
Americano PP, Igual J, Driemeier L, Becman EC, Forner Cordero A. Biped gait stability classification based on the predicted step viability [Internet]. Biomimetics. 2024 ; 9( 5): 1-16.[citado 2026 abr. 26 ] Available from: https://doi.org/10.3390/biomimetics9050265
Artigo de periodico
Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning (2023)
Becman, Eric Cito ; Driemeier, Larissa ; Levin, Oron ; Swinnen, Stephan Patrick ; Forner Cordero, Arturo
Source: IEEE journal of biomedical and health informatics. Unidade: EP
Subjects: APRENDIZADO COMPUTACIONAL, REDES NEURAIS, ELETROMIOGRAFIA, SINAIS BIOMÉDICOS
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
BECMAN, Eric Cito et al. Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning. IEEE journal of biomedical and health informatics, v. 27, n. 4, p. 1857-1868, 2023Tradução . . Disponível em: https://doi.org/10.1109/JBHI.2023.3238966. Acesso em: 26 abr. 2026.
APA
Becman, E. C., Driemeier, L., Levin, O., Swinnen, S. P., & Forner Cordero, A. (2023). Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning. IEEE journal of biomedical and health informatics, 27( 4), 1857-1868. doi:10.1109/JBHI.2023.3238966
NLM
Becman EC, Driemeier L, Levin O, Swinnen SP, Forner Cordero A. Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning [Internet]. IEEE journal of biomedical and health informatics. 2023 ; 27( 4): 1857-1868.[citado 2026 abr. 26 ] Available from: https://doi.org/10.1109/JBHI.2023.3238966
Vancouver
Becman EC, Driemeier L, Levin O, Swinnen SP, Forner Cordero A. Asymmetric effects of different training-testing mismatch types on myoelectric regression via deep learning [Internet]. IEEE journal of biomedical and health informatics. 2023 ; 27( 4): 1857-1868.[citado 2026 abr. 26 ] Available from: https://doi.org/10.1109/JBHI.2023.3238966
Dissertação (Mestrado)
Effects of increased buffering capacity on electromyogram's power spectrum density behaviour during muscle fatigue (2019)
Becman, Eric Cito; Chaui-Berlinck, Jose Guilherme (Orientador) ; Gualano, Bruno (Orientador)
Unidade: IB
Subjects: ELETROMIOGRAFIA, FADIGA MUSCULAR, POTENCIAL ELÉTRICO, FISIOLOGIA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
BECMAN, Eric Cito. Effects of increased buffering capacity on electromyogram's power spectrum density behaviour during muscle fatigue. 2019. Dissertação (Mestrado) – Universidade de São Paulo, São Paulo, 2019. Disponível em: https://teses.usp.br/teses/disponiveis/41/41135/tde-18112019-102118/. Acesso em: 26 abr. 2026.
APA
Becman, E. C. (2019). Effects of increased buffering capacity on electromyogram's power spectrum density behaviour during muscle fatigue (Dissertação (Mestrado). Universidade de São Paulo, São Paulo. Recuperado de https://teses.usp.br/teses/disponiveis/41/41135/tde-18112019-102118/
NLM
Becman EC. Effects of increased buffering capacity on electromyogram's power spectrum density behaviour during muscle fatigue [Internet]. 2019 ;[citado 2026 abr. 26 ] Available from: https://teses.usp.br/teses/disponiveis/41/41135/tde-18112019-102118/
Vancouver
Becman EC. Effects of increased buffering capacity on electromyogram's power spectrum density behaviour during muscle fatigue [Internet]. 2019 ;[citado 2026 abr. 26 ] Available from: https://teses.usp.br/teses/disponiveis/41/41135/tde-18112019-102118/

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