Publications by the researcher in collaboration with DANIEL URDA MUÑOZ (27)

2025

  1. Dataset for defect detection in textile manufacturing

    Data in Brief

  2. Neonates Crying Detection Through Feature Extraction and Machine Learning Methods

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

2024

  1. A Clustering Extension of HUEPs for the Analysis of Performance Anomalies in Robots

    Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1357-1377

  2. Human Detection in Images Captured by UAVs in Natural Environments

    Lecture Notes in Networks and Systems

  3. Soft-Computing Techniques to Address Industrial and Environmental Challenges

    Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1311-1313

  4. Understanding Malware Dynamics in IoT Networks: Dataset Construction Using Mathematical Epidemiology and Complex Networks

    Lecture Notes in Networks and Systems

2023

  1. Benchmarking Classifiers for DDoS Attack Detection in Industrial IoT Networks

    Lecture Notes in Networks and Systems

  2. Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images

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

  3. Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks

    Lecture Notes in Networks and Systems

  4. Dimensionality-Reduction Methods for the Analysis of Web Traffic

    Lecture Notes in Networks and Systems

  5. Evaluating Classifiers’ Performance to Detect Attacks in Website Traffic

    Lecture Notes in Networks and Systems

  6. Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid

    Lecture Notes in Networks and Systems

  7. Non-linear Neural Models to Predict HRC Steel Price in Spain

    Lecture Notes in Networks and Systems

2022

  1. Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning

    Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073

  2. An Intelligent Visualisation Tool to Analyse the Sustainability of Road Transportation

    Sustainability (Switzerland), Vol. 14, Núm. 2

  3. Computational intelligence applied to cybersecurity

    Expert Systems

2021

  1. 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

    Springer Suiza

  2. Advanced 3D Visualization of Android Malware Families

    14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021) (Springer), pp. 167-177

  3. Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

    Applied Soft Computing, Vol. 101

  4. Avances recientes en la aplicación de la ciencia de datos a la ciberseguridad industrial

    Revista DYNA, Vol. 96, Núm. 3, pp. 231-232