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Marco E. Benalcázar
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Year
Real-time hand gesture recognition using surface electromyography and machine learning: A systematic literature review
A Jaramillo-Yánez, ME Benalcázar, E Mena-Maldonado
Sensors 20 (9), 2467, 2020
2322020
Hand gesture recognition using machine learning and the Myo armband
ME Benalcázar, AG Jaramillo, A Zea, A Páez, VH Andaluz
2017 25th European Signal Processing Conference (EUSIPCO), 1040-1044, 2017
1622017
Real-time hand gesture recognition using the Myo armband and muscle activity detection
ME Benalcázar, C Motoche, JA Zea, AG Jaramillo, CE Anchundia, ...
2017 IEEE second Ecuador technical chapters meeting (ETCM), 1-6, 2017
1502017
Sign language recognition using wearable electronics: implementing k-nearest neighbors with dynamic time warping and convolutional neural network algorithms
G Saggio, P Cavallo, M Ricci, V Errico, J Zea, ME Benalcázar
Sensors 20 (14), 3879, 2020
522020
Real-time hand gesture recognition model using deep learning techniques and EMG signals
EA Chung, ME Benalcázar
2019 27th European signal processing conference (EUSIPCO), 1-5, 2019
522019
Real-time hand gesture recognition with EMG using machine learning
AG Jaramillo, ME Benalcazar
2017 IEEE second ecuador technical chapters meeting (ETCM), 1-5, 2017
512017
Gesture recognition and machine learning applied to sign language translation
LA Estrada Jiménez, ME Benalcázar, N Sotomayor
VII Latin American Congress on Biomedical Engineering CLAIB 2016 …, 2017
472017
Technical mapping of the grooming anatomy using machine learning paradigms: An information security approach
P Zambrano, J Torres, L Tello-Oquendo, R Jácome, ME Benalcazar, ...
IEEE Access 7, 142129-142146, 2019
432019
Real-time hand gesture recognition based on artificial feed-forward neural networks and EMG
ME Benalcázar, CE Anchundia, JA Zea, P Zambrano, AG Jaramillo, ...
2018 26th European Signal Processing Conference (EUSIPCO), 1492-1496, 2018
372018
Real-time hand gesture recognition based on electromyographic signals and artificial neural networks
C Motoche, ME Benalcázar
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
342018
Hand gesture recognition using machine learning and infrared information: a systematic literature review
RE Nogales, ME Benalcázar
International Journal of Machine Learning and Cybernetics 12 (10), 2859-2886, 2021
322021
An energy-based method for orientation correction of EMG bracelet sensors in hand gesture recognition systems
LIB López, ÁLV Caraguay, VH Vimos, JA Zea, JP Vásconez, M Álvarez, ...
Sensors 20 (21), 6327, 2020
312020
Educational impact on Ecuadorian university students due to the COVID-19 context
ME Benalcázar, L Barona, ÁL Valdivieso, VH Vimos, D Velastegui, ...
Education Sciences 12 (1), 17, 2021
272021
Analysis and evaluation of feature selection and feature extraction methods
RE Nogales, ME Benalcázar
International Journal of Computational Intelligence Systems 16 (1), 153, 2023
242023
A Deep Q-Network based hand gesture recognition system for control of robotic platforms
PJ Cruz, JP Vásconez, R Romero, A Chico, ME Benalcázar, R Álvarez, ...
Scientific Reports 13 (1), 7956, 2023
222023
CNN-LSTM and post-processing for EMG-based hand gesture recognition
LIB López, FM Ferri, J Zea, ÁLV Caraguay, ME Benalcázar
Intelligent Systems with Applications 22, 200352, 2024
212024
Hand gesture recognition using automatic feature extraction and deep learning algorithms with memory
RE Nogales, ME Benalcázar
Big Data and Cognitive Computing 7 (2), 102, 2023
212023
Hand gesture recognition using EMG-IMU signals and deep q-networks
JP Vásconez, LI Barona López, ÁL Valdivieso Caraguay, ME Benalcázar
Sensors 22 (24), 9613, 2022
202022
Hand gesture recognition and tracking control for a virtual UR5 robot manipulator
A Chico, PJ Cruz, JP Vásconez, ME Benalcázar, R Álvarez, L Barona, ...
2021 IEEE fifth ecuador technical chapters meeting (ETCM), 1-6, 2021
202021
A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning
JP Vásconez, LIB López, ÁLV Caraguay, ME Benalcázar
Engineering Applications of Artificial Intelligence 123, 106327, 2023
192023
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