Marco E. Benalcázar

28 papers A* 1Journal 14Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Comparative Study of Feature Identification Methods for Sparse Autoencoders in Board Game Representations. ICAART (4) Jonathan A. Zea, Lorena Isabel Barona López, Marco E. Benalcázar
2025	J	`jnl`	A Systematic Literature Review of Machine Unlearning Techniques in Neural Networks. Comput. Ivanna Daniela Cevallos, Marco E. Benalcázar, Ángel Leonardo Valdivieso Caraguay, Jonathan A. Zea, Lorena Isabel Barona López
2025	—	`conf`	Video Transformers for Dynamic Breast Infrared Imaging Classification. AIIIMA Lenin G. Falconí, María G. Pérez, Marco E. Benalcázar, Aura Conci
2024	J	`jnl`	CNN-LSTM and post-processing for EMG-based hand gesture recognition. Intell. Syst. Appl. Lorena Isabel Barona López, Francis M. Ferri, Jonathan A. Zea, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
2024	—	`conf`	Comparison of Hand Gesture Recognition Models Combining Supervised Learning and Reinforcement Learning. LA-CCI Cristian Gabriel Bastidas, Kevin Alexander Pérez, Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Marco E. Benalcázar
2023	J	`jnl`	A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning. Eng. Appl. Artif. Intell. Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
2023	J	`jnl`	Analysis and Evaluation of Feature Selection and Feature Extraction Methods. Int. J. Comput. Intell. Syst. Rubén Nogales, Marco E. Benalcázar
2023	J	`jnl`	Hand Gesture Recognition Applied to the Interaction with 3D Models in Virtual Reality. Res. Comput. Sci. Ángel Leonardo Valdivieso Caraguay, Óscar Mauricio Rivera-Cajía, Bryan Norberto Flores-Sarango, Lorena Isabel Barona López, Marco E. Benalcázar
2023	—	`conf`	Hand Gesture Recognition Applied to the Interaction with Video Games. MICAI (1) Lorena Isabel Barona López, César Israel León Cifuentes, José Miguel Muñoz Oña, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
2023	J	`jnl`	Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory. Big Data Cogn. Comput. Rubén Nogales, Marco E. Benalcázar
2023	J	`jnl`	Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks. Sensors Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vásconez, Lorena Isabel Barona López, Marco E. Benalcázar
2022	J	`jnl`	Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks. Sensors Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
2022	A*	`conf`	Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces. AAAI Andres G. Jaramillo-Yanez, Marco E. Benalcázar, Sebastian Sardiña, Fabio Zambetta
2021	—	`conf`	A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach. ICANN (4) Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Patricio J. Cruz Davalos, Robin Álvarez, Marco E. Benalcázar
2021	—	`conf`	An interactive system to improve cognitive abilities using electromyographic signals. ICAAI Marco E. Benalcázar, Xavier Aguas, Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Rubén Nogales, Jaime Guilcapi, Freddy Benalcázar
2021	J	`jnl`	Hand gesture recognition using machine learning and infrared information: a systematic literature review. Int. J. Mach. Learn. Cybern. Rubén Nogales, Marco E. Benalcázar
2020	J	`jnl`	An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. Sensors Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Victor H. Vimos, Jonathan A. Zea, Juan Pablo Vásconez, Marcelo Álvarez V., Marco E. Benalcázar
2020	J	`jnl`	Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review. Sensors Andres Jaramillo-Yanez, Marco E. Benalcázar, Elisa Mena-Maldonado
2020	J	`jnl`	Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms. Sensors Giovanni Saggio, Pietro Cavallo, Mariachiara Ricci, Vito Errico, Jonathan A. Zea, Marco E. Benalcázar
2019	—	`conf`	Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG Signals. EUSIPCO Edison A. Chung, Marco E. Benalcázar
2019	—	`conf`	Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform. LA-CCI Andres Jaramillo-Yanez, Luis Unapanta, Marco E. Benalcázar
2019	J	`jnl`	Technical Mapping of the Grooming Anatomy Using Machine Learning Paradigms: An Information Security Approach. IEEE Access Patricio Zambrano, Jenny Torres, Luis Tello-Oquendo, Rubeén Jácome, Marco E. Benalcázar, Roberto O. Andrade, Walter Fuertes
2018	J	`jnl`	Optimal Clustering under Uncertainty. CoRR Lori A. Dalton, Marco E. Benalcázar, Edward R. Dougherty
2018	—	`conf`	Real-Time Hand Gesture Recognition Based on Artificial Feed-Forward Neural Networks and EMG. EUSIPCO Marco E. Benalcázar, Carlos E. Anchundia, Jonathan A. Zea, Patricio Zambrano, Andres G. Jaramillo, Marco Segura
2018	—	`conf`	Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural Networks. ICANN (1) Cristhian Motoche, Marco E. Benalcázar
2018	—	`conf`	Virtual Rehabilitation System for Fine Motor Skills Using a Functional Hand Orthosis. AVR (2) Manuel A. León, Paúl A. Romero, Washington X. Quevedo, Oscar B. Arteaga, Cochise Terán, Marco E. Benalcázar, Víctor H. Andaluz
2017	—	`conf`	Hand gesture recognition using machine learning and the Myo armband. EUSIPCO Marco E. Benalcázar, Andres G. Jaramillo, Jonathan A. Zea, Andres Paez, Víctor Hugo Andaluz
2017	—	`conf`	Real-Time Face Detection Using Artificial Neural Networks. ICANN (2) Pablo S. Aulestia, Jonathan S. Talahua, Víctor H. Andaluz, Marco E. Benalcázar