Milagros Jaén-Vargas

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Activity Recognition

Confusion Matrices

Inertial Sensors

Top Venues

PeerJ Comput. Sci.

Publications

María Fernanda Trujillo-Guerrero, Stadyn Román-Niemes, Milagros Jaén-Vargas, Alfonso Cadiz, Ricardo Fonseca, José Javier Serrano Olmedo
Accuracy Comparison of CNN, LSTM, and Transformer for Activity Recognition Using IMU and Visual Markers. IEEE Access 11 (2023)
Milagros Jaén-Vargas, Karla Miriam Reyes Leiva, Francisco Fernandes, Sérgio Barroso Gonçalves, Miguel Tavares Silva, Daniel Simões Lopes, José Javier Serrano Olmedo
Effects of sliding window variation in the performance of acceleration-based human activity recognition using deep learning models. PeerJ Comput. Sci. 8 (2022)
Milagros Jaén-Vargas, Karla Miriam Reyes Leiva, Francisco Fernandes, Sérgio Barroso Gonçalves, Miguel Tavares Silva, Daniel Simões Lopes, José Javier Serrano Olmedo
A Deep Learning Approach to Recognize Human Activity Using Inertial Sensors and Motion Capture Systems. FSDM (2021)
Karla Miriam Reyes Leiva, Milagros Jaén-Vargas, Benito Codina, José Javier Serrano Olmedo
Inertial Measurement Unit Sensors in Assistive Technologies for Visually Impaired People, a Review. Sensors 21 (14) (2021)
Karla Miriam Reyes Leiva, Milagros Jaén-Vargas, Miguel Ángel Cuba, Sergio Sánchez Lara, José Javier Serrano Olmedo
A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors. Entropy 23 (7) (2021)