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M

Marco E. Benalcázar

faculty of systems engineering

20H-index
82Paper Count
1.4KCitation Count
Published Papers 13
Publication Date
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Systematic Literature Review on the Development of Reinforcement Learning Algorithms Applied to the Operation of a Myoelectric Prosthesis
errJOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
IF2.8
err2026-07-24
err0
errOAAI
errMario Moreno-Pallares; Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay; Marco E. Benalcázar
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HGREncoder: Enhancing Real-Time Hand Gesture Recognition with Transformer Encoder-A Comparative Study
errMATHEMATICAL AND COMPUTATIONAL APPLICATIONS
IF0
err2025-09-16
err0
errOAAI
errMacias, Luis Gabriel; Zea, Jonathan A.; Barona, Lorena Isabel; Valdivieso, Angel Leonardo; Benalcazar, Marco E.
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A Systematic Literature Review of Machine Unlearning Techniques in Neural Networks
errCOMPUTERS
IF4.2
err2025-04-18
err0
errOAAI
errCevallos, Ivanna Daniela; Benalcazar, Marco E.; Valdivieso Caraguay, angel Leonardo; Zea, Jonathan A.; Barona-Lopez, Lorena Isabel
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Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2023-05-23
err8
errOAAI
errNogales, Ruben E.; Benalcazar, Marco E. E.
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A Deep Q-Network based hand gesture recognition system for control of robotic platforms
errSCIENTIFIC REPORTS
IF3.9
err2023-05-17
err14
errOAAI
errCruz, Patricio J.; Vasconez, Juan Pablo; Romero, Ricardo; Chico, Alex; Benalcazar, Marco E.; Alvarez, Robin; Lopez, Lorena Isabel Barona; Valdivieso Caraguay, Angel Leonardo
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Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks
errSENSORS
IF3.5
err2023-04-12
err7
errOAAI
errCaraguay, Angel Leonardo Valdivieso; Vasconez, Juan Pablo; Lopez, Lorena Isabel Barona; Benalcazar, Marco E.
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Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks
errSENSORS
IF3.5
err2022-12-08
err14
errOAAI
errVasconez, Juan Pablo; Barona Lopez, Lorena Isabel; Valdivieso Caraguay, Angel Leonardo; Benalcazar, Marco E.
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Hand gesture recognition using machine learning and infrared information: a systematic literature review
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2021-07-12
err15
PREAI
errNogales, Ruben E.; Benalcazar, Marco E.
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An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems
errSENSORS
IF3.5
err2020-11-06
err19
errOAAI
errBarona Lopez, Lorena Isabel; Valdivieso Caraguay, Angel Leonardo; Vimos, Victor H.; Zea, Jonathan A.; Vasconez, Juan P.; Alvarez, Marcelo; Benalcazar, Marco E.
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Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms
errSENSORS
IF3.5
err2020-07-11
err29
errOAAI
errSaggio, Giovanni; Cavallo, Pietro; Ricci, Mariachiara; Errico, Vito; Zea, Jonathan; Benalcazar, Marco E.
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Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review
errSENSORS
IF3.5
err2020-04-27
err141
errOAAI
errJaramillo-Yanez, Andres; Benalcazar, Marco E.; Mena-Maldonado, Elisa
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Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach
errIEEE ACCESS
IF3.6
err2019-01-01
err16
errOAAI
errZambrano, Patricio; Torres, Jenny; Tello-Oquend, Luis; Jacome, Rubeen; Benalcazar, Marco E.; Andrade, Roberto; Fuertes, Walter
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Artificial neural networks applied to statistical design of window operators
errPATTERN RECOGNITION LETTERS
IF3.3
err2013-07-01
err6
PREAI
errBenalcazar, Marco E.; Brun, Marcel; Ballarin, Virginia L.
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
Giovanni Saggio
H-index: 30 · Papers: 237
M
Marcel Brun
H-index: 20 · Papers: 109
Á
Ángel Leonardo Valdivieso Caraguay
H-index: 18 · Papers: 65
W
Walter Fuertes
H-index: 17 · Papers: 120
V
Virginia L. Ballarin
H-index: 17 · Papers: 132
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