Marco E. Benalcázar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Discrete Wavelet Transform

Hand Gesture Recognition

Top Venues

Publications

Lorena Isabel Barona López, Francis M. Ferri, Jonathan A. Zea, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
CNN-LSTM and post-processing for EMG-based hand gesture recognition. Intell. Syst. Appl. 22 (2024)
Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Rubén Nogales, Marco E. Benalcázar
Analysis and Evaluation of Feature Selection and Feature Extraction Methods. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Lorena Isabel Barona López, César Israel León Cifuentes, José Miguel Muñoz Oña, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
Hand Gesture Recognition Applied to the Interaction with Video Games. MICAI (1) (2023)
Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vásconez, Lorena Isabel Barona López, Marco E. Benalcázar
Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks. Sensors 23 (8) (2023)
Rubén Nogales, Marco E. Benalcázar
Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory. Big Data Cogn. Comput. 7 (2) (2023)
Juan Pablo Vasconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks. Sensors 22 (24) (2022)
Andres G. Jaramillo-Yanez, Marco E. Benalcázar, Sebastian Sardiña, Fabio Zambetta
Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces. AAAI (2022)
Juan Pablo Vasconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Patricio J. Cruz Davalos, Robin Álvarez, Marco E. Benalcázar
A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach. ICANN (4) (2021)
Rubén Nogales, Marco E. Benalcázar
Hand gesture recognition using machine learning and infrared information: a systematic literature review. Int. J. Mach. Learn. Cybern. 12 (10) (2021)
Andres Jaramillo-Yanez, Marco E. Benalcázar, Elisa Mena-Maldonado
Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review. Sensors 20 (9) (2020)
Giovanni Saggio, Pietro Cavallo, Mariachiara Ricci, Vito Errico, Jonathan A. Zea, Marco E. Benalcázar
Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms. Sensors 20 (14) (2020)
Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Victor H. Vimos, Jonathan A. Zea, Juan Pablo Vasconez, Marcelo Álvarez V., Marco E. Benalcázar
An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. Sensors 20 (21) (2020)
Andres Jaramillo-Yanez, Luis Unapanta, Marco E. Benalcázar
Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform. LA-CCI (2019)
Edison A. Chung, Marco E. Benalcázar
Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals. EUSIPCO (2019)
Patricio Zambrano, Jenny Torres, Luis Tello-Oquendo, Rubeén Jácome, Marco E. Benalcázar, Roberto Andrade, Walter Fuertes
Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach. IEEE Access 7 (2019)
Manuel A. León, Paúl A. Romero, Washington X. Quevedo, Oscar B. Arteaga, Cochise Terán, Marco E. Benalcázar, Víctor H. Andaluz
Virtual Rehabilitation System for Fine Motor Skills Using a Functional Hand Orthosis. AVR (2) (2018)
Cristhian Motoche, Marco E. Benalcázar
Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks. ICANN (1) (2018)
Lori A. Dalton, Marco E. Benalcázar, Edward R. Dougherty
Optimal Clustering under Uncertainty. CoRR (2018)
Marco E. Benalcázar, Carlos E. Anchundia, Jonathan A. Zea, Patricio Zambrano, Andres G. Jaramillo, Marco Segura
Real-Time Hand Gesture Recognition Based on Artificial Feed-Forward Neural Networks and EMG. EUSIPCO (2018)
Marco E. Benalcázar, Andres G. Jaramillo, Jonathan A. Zea, Andres Paez, Víctor Hugo Andaluz
Hand gesture recognition using machine learning and the Myo armband. EUSIPCO (2017)
Pablo S. Aulestia, Jonathan S. Talahua, Víctor H. Andaluz, Marco E. Benalcázar
Real-Time Face Detection Using Artificial Neural Networks. ICANN (2) (2017)