Automatic Design of Binary W-Operators Using Artificial Feed-Forward Neural Networks Based on the Weighted Mean Square Error Cost Function. - Marco Benalcázar; Marcel Brun; Virginia Laura Ballarin; Lucía Isabel Passoni; Gustavo J. Meschino; Ana Lucía Dai Pra (CIARP, 2012)

Bayes clustering operators for known random labeled point processes. - Lori A. Dalton; Marco Benalcázar; Marcel Brun; Edward R. Dougherty (ACSSC, 2013)

Artificial neural networks applied to statistical design of window operators. - Marco Benalcázar; Marcel Brun; Virginia Laura Ballarin (Pattern Recognit. Lett., 2013)

Automatic design of aperture filters using neural networks applied to ocular image segmentation. - Marco Benalcázar; Marcel Brun; Virginia Laura Ballarin (EUSIPCO, 2014)

Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes. - Lori A. Dalton; Marco Benalcázar; Marcel Brun; Edward R. Dougherty (IEEE Trans. Signal Process., 2015)

Hand gesture recognition using machine learning and the Myo armband. - Marco E. Benalcázar; Andres G. Jaramillo; Jonathan A. Zea; Andres Paez; Víctor Hugo Andaluz (EUSIPCO, 2017)

Real-Time Face Detection Using Artificial Neural Networks. - Pablo S. Aulestia; Jonathan S. Talahua; Víctor H. Andaluz; Marco E. Benalcázar (ICANN (2), 2017)

Virtual Rehabilitation System for Fine Motor Skills Using a Functional Hand Orthosis. - Manuel A. León; Paúl A. Romero; Washington X. Quevedo; Oscar B. Arteaga; Cochise Terán; Marco E. Benalcázar; Víctor H. Andaluz (AVR (2), 2018)

Real-Time Hand Gesture Recognition Based on Artificial Feed-Forward Neural Networks and EMG. - Marco E. Benalcázar; Carlos E. Anchundia; Jonathan A. Zea; Patricio Zambrano; Andres G. Jaramillo; Marco Segura (EUSIPCO, 2018)

Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks. - Cristhian Motoche; Marco E. Benalcázar (ICANN (1), 2018)

Optimal Clustering under Uncertainty. - Lori A. Dalton; Marco E. Benalcázar; Edward R. Dougherty (CoRR, 2018)

Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals. - Edison A. Chung; Marco E. Benalcázar (EUSIPCO, 2019)

Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform. - Andres Jaramillo-Yanez; Luis Unapanta; Marco E. Benalcázar (LA-CCI, 2019)

Real-Time Hand Gesture Recognition Using the Leap Motion Controller and Machine Learning. - Rubén Nogales; Marco Benalcázar (LA-CCI, 2019)

Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach. - Patricio Zambrano; Jenny Torres 001; Luis Tello-Oquendo; Rubeén Jácome; Marco E. Benalcázar; Roberto O. Andrade; Walter Fuertes (IEEE Access, 2019)

Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review. - Andres Jaramillo-Yanez; Marco E. Benalcázar; Elisa Mena-Maldonado (Sensors, 2020)

An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. - Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay; Victor H. Vimos; Jonathan A. Zea; Juan Pablo Vásconez; Marcelo Álvarez V.; Marco E. Benalcázar (Sensors, 2020)

Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms. - Giovanni Saggio; Pietro Cavallo; Mariachiara Ricci; Vito Errico; Jonathan A. Zea; Marco E. Benalcázar (Sensors, 2020)

An interactive system to improve cognitive abilities using electromyographic signals. - Marco E. Benalcázar; Xavier Aguas; Ángel Leonardo Valdivieso Caraguay; Lorena Isabel Barona López; Rubén Nogales; Jaime Guilcapi; Freddy Benalcázar (ICAAI, 2021)

A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach. - Juan Pablo Vásconez; Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay; Patricio J. Cruz Davalos; Robin Álvarez; Marco E. Benalcázar (ICANN (4), 2021)

Hand Gesture and Arm Movement Recognition for Multimodal Control of a 3-DOF Helicopter. - Ricardo Romero; Patricio J. Cruz Davalos; Juan Pablo Vásconez; Marco Benalcázar; Robin Álvarez; Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay (RiTA, 2021)

Hand gesture recognition using machine learning and infrared information: a systematic literature review. - Rubén Nogales; Marco E. Benalcázar (Int. J. Mach. Learn. Cybern., 2021)

Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces. - Andres G. Jaramillo-Yanez; Marco E. Benalcázar; Sebastian Sardiña; Fabio Zambetta (AAAI, 2022)

Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks. - Juan Pablo Vásconez; Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay; Marco E. Benalcázar (Sensors, 2022)

Hand Gesture Recognition Applied to the Interaction with Video Games. - Lorena Isabel Barona López; César Israel León Cifuentes; José Miguel Muñoz Oña; Ángel Leonardo Valdivieso Caraguay; Marco E. Benalcázar (MICAI (1), 2023)

Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory. - Rubén Nogales; Marco E. Benalcázar (Big Data Cogn. Comput., 2023)

A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning. - Juan Pablo Vásconez; Lorena Isabel Barona López; Ángel Leonardo Valdivieso Caraguay; Marco E. Benalcázar (Eng. Appl. Artif. Intell., 2023)

Hand Gesture Recognition Applied to the Interaction with 3D Models in Virtual Reality. - Ángel Leonardo Valdivieso Caraguay; Óscar Mauricio Rivera-Cajía; Bryan Norberto Flores-Sarango; Lorena Isabel Barona López; Marco E. Benalcázar (Res. Comput. Sci., 2023)

Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks. - Ángel Leonardo Valdivieso Caraguay; Juan Pablo Vásconez; Lorena Isabel Barona López; Marco E. Benalcázar (Sensors, 2023)

Analysis and Evaluation of Feature Selection and Feature Extraction Methods. - Rubén Nogales; Marco E. Benalcázar (Int. J. Comput. Intell. Syst., 2023)

Comparison of Hand Gesture Recognition Models Combining Supervised Learning and Reinforcement Learning. - Cristian Gabriel Bastidas; Kevin Alexander Pérez; Ángel Leonardo Valdivieso Caraguay; Lorena Isabel Barona López; Marco E. Benalcázar (LA-CCI, 2024)

CNN-LSTM and post-processing for EMG-based hand gesture recognition. - Lorena Isabel Barona López; Francis M. Ferri; Jonathan A. Zea; Ángel Leonardo Valdivieso Caraguay; Marco E. Benalcázar (Intell. Syst. Appl., 2024)

A Systematic Literature Review of Machine Unlearning Techniques in Neural Networks. - Ivanna Daniela Cevallos; Marco E. Benalcázar; Ángel Leonardo Valdivieso Caraguay; Jonathan A. Zea; Lorena Isabel Barona López (Comput., 2025)