Publicaciones en colaboración con investigadores/as de Pontificia Universidad Católica de Valparaíso (42)

2024

  1. Comparative Analysis of Deep Learning Methods for Fault Avoidance and Predicting Demand in Electrical Distribution

    Energies , Vol. 17, Núm. 11

  2. Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic

    Sensors, Vol. 24, Núm. 9

  3. Enhancing Photovoltaic Power Predictions with Deep Physical Chain Model

    Algorithms, Vol. 17, Núm. 10

  4. Estimation of Physical Stellar Parameters from Spectral Models Using Deep Learning Techniques

    Mathematics, Vol. 12, Núm. 20

  5. Explainable anomaly detection in spacecraft telemetry

    Engineering Applications of Artificial Intelligence, Vol. 133

  6. Uncertainty Detection in Supervisor–Operator Audio Records of Real Electrical Network Operations

    Electronics (Switzerland), Vol. 13, Núm. 1

2023

  1. BERT for Activity Recognition Using Sequences of Skeleton Features and Data Augmentation with GAN

    Sensors (Basel, Switzerland), Vol. 23, Núm. 3

  2. Development and Control of a Real Spherical Robot

    Sensors, Vol. 23, Núm. 8

  3. Mobile Robot Navigation Based on Embedded Computer Vision

    Mathematics, Vol. 11, Núm. 11

2022

  1. Deep learning exoplanets detection by combining real and synthetic data

    PLoS ONE, Vol. 17, Núm. 5 May

  2. Human Activity Recognition by Sequences of Skeleton Features

    Sensors, Vol. 22, Núm. 11

  3. Modeling and Control of a Spherical Robot in the CoppeliaSim Simulator

    Sensors, Vol. 22, Núm. 16

  4. Position Control of a Mobile Robot through Deep Reinforcement Learning

    Applied Sciences (Switzerland), Vol. 12, Núm. 14

  5. Preliminary results with BERT for human activity recognition using skeleton sequences features

    2022 IEEE International Conference on Automation/25th Congress of the Chilean Association of Automatic Control: For the Development of Sustainable Agricultural Systems, ICA-ACCA 2022

2021

  1. Fall Detection and Activity Recognition Using Human Skeleton Features

    IEEE Access, Vol. 9, pp. 33532-33542

  2. Fall detection using human skeleton features

    IET Conference Publications

  3. Fall detection using human skeleton features

    IET Conference Proceedings

  4. Nuclear Fusion Pattern Recognition by Ensemble Learning

    Complexity, Vol. 2021

2020

  1. A distributed vision-based navigation system for khepera iv mobile robots

    Sensors (Switzerland), Vol. 20, Núm. 18, pp. 1-19

  2. Automatic Recognition of Anomalous Patterns in Discharges by Applying Deep Learning

    Fusion Science and Technology, Vol. 76, Núm. 8, pp. 925-932