Publications (27) JUAN DIEGO GUTIERREZ GALLARDO publications

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2025

  1. Beyond Spectrograms: Rethinking Audio Classification from EnCodec’s Latent Space

    Algorithms, Vol. 18, Núm. 2

  2. MetrikaBox: An open framework for experimenting with audio classification

    SoftwareX, Vol. 31

  3. Prompt Once, Segment Everything: Leveraging SAM 2 Potential for Infinite Medical Image Segmentation with a Single Prompt

    Algorithms, Vol. 18, Núm. 4

2024

  1. Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID-19 lung infection segmentation in computed tomography images

    IET Image Processing, Vol. 18, Núm. 13, pp. 4047-4065

  2. Analysis of ChatGPT Performance in Computer Engineering Exams

    Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 19, pp. 71-80

  3. No More Training: SAM's Zero-Shot Transfer Capabilities for Cost-Efficient Medical Image Segmentation

    IEEE Access, Vol. 12, pp. 24205-24216

  4. Precise Local Positioning of a Mobile Device Based on Pose Reconstruction from a Visible Light Beacon

    IEEE Access, Vol. 12, pp. 20517-20529

2023

  1. A model-driven approach for systematic reproducibility and replicability of data science projects

    Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023)

  2. CompareML: a novel approach to supporting preliminary data analysis decision making

    Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023)

  3. Impacto de ChatGPT en los métodos de evaluación de un grado de Ingeniería Informática

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 33-40

2022

  1. A Blender-based simulation tool for Visible Light Positioning with portable devices

    Conference Record - IEEE Instrumentation and Measurement Technology Conference

  2. A Model-Driven Approach for Systematic Reproducibility and Replicability of Data Science Projects

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. A hybrid multidimensional Recommender System for radio programs

    Expert Systems with Applications, Vol. 198

  4. GetSensorData: An extensible Android-based application for multi-sensor data registration

    SoftwareX, Vol. 19

2021

  1. Noise-resilient acoustic low energy beacon for proximity-based indoor positioning systems

    Sensors, Vol. 21, Núm. 5, pp. 1-23

2019

  1. Limus: Exploration of technological prototypes for location-based services in museums

    CEUR Workshop Proceedings

2009

  1. MySQL 5.1

    Madrid : Anaya Multimedia, 2009

2008

  1. Seguridad de redes locales

    ANAYA MULTIMEDIA

2005

  1. Google

    ANAYA MULTIMEDIA

  2. MySQL 5

    ANAYA MULTIMEDIA