Juan Pablo Vásconez

According to our database, Juan Pablo Vásconez authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explainable Machine Learning Techniques to Predict Muscle Injuries in Professional Soccer Players through Biomechanical Analysis.

Mailyn Calderón-Díaz, Rony Silvestre Aguirre, Juan Pablo Vásconez, Roberto Yanez, Matías Roby, Marvin Querales, Rodrigo Salas

Sensors, 2024

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

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

Ensure the generation and processing of inventory transactions through a web application for ground freight transportation equipment.

Juan Pablo Vásconez, Jenny M. Pantoja, Roberto A. Larenas, Jhon H. Rios, Hector G. Puente, Eduardo A. Mendez, Yulineth Gómez-Charris, Inesmar C. Briceño

Proceedings of the 14th International Conference on Ambient Systems, 2023

Comparison of path planning methods for robot navigation in simulated agricultural environments.

Juan Pablo Vásconez, Fernando Basoalto, Inesmar C. Briceño, Jenny M. Pantoja, Roberto A. Larenas, Jhon H. Rios, Felipe A. Castro

Proceedings of the 14th International Conference on Ambient Systems, 2023

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

2021

A methodology for semantic action recognition based on pose and human-object interaction in avocado harvesting processes.

Juan Pablo Vásconez, Henny Admoni, Fernando Alfredo Auat

Comput. Electron. Agric., 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

Proceedings of the Robot Intelligence Technology and Applications 6, 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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

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

A fuzzy-based driver assistance system using human cognitive parameters and driving style information.

Juan Pablo Vásconez, Michelle Viscaino, Leonardo Guevara, Fernando Alfredo Auat

Cogn. Syst. Res., 2020

Comparison of convolutional neural networks in fruit detection and counting: A comprehensive evaluation.

Juan Pablo Vásconez, José Delpiano, Stavros Vougioukas, Fernando Alfredo Auat Cheeín

Comput. Electron. Agric., 2020

2019

Social robot navigation based on HRI non-verbal communication: a case study on avocado harvesting.

Juan Pablo Vásconez, Leonardo Guevara, Fernando Alfredo Auat Cheeín

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

2018

Finding a Proper Approach to Obtain Cognitive Parameters from Human Faces Under Illumination Variations.

Juan Pablo Vásconez, Fernando Alfredo Auat Cheeín

Proceedings of the 5th International Conference on Control, 2018

Sleepiness Detection for Cooperative Vehicle Navigation Strategies.

Juan Pablo Vásconez, Fernando Alfredo Auat Cheeín

Proceedings of the 5th International Conference on Control, 2018