Publications (88) DANIEL URDA MUÑOZ publications View referenced research data.

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2025

  1. A Computer Vision Approach to Detect Facial Characteristics Related to Encephalopathy in Term Infants

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

  2. Dataset for defect detection in textile manufacturing

    Data in Brief

  3. Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review

    Frontiers in Artificial Intelligence, Vol. 8

  4. 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. Beta-Hebbian Learning to enhance unsupervised exploratory visualizations of Android malware families

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 306-320

  3. Evaluating the impact of different Feature as a Counter data aggregation approaches on the performance of NIDSs and their selected features

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 263-280

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

    Lecture Notes in Networks and Systems

  5. Neurodevelopmental Impairments Prediction in Premature Infants Based on Clinical Data and Machine Learning Techniques

    Stats, Vol. 7, Núm. 3, pp. 685-696

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

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

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

    Lecture Notes in Networks and Systems

  8. Understanding malware dinamics in IoT Networks: dataset construction using mathematical epidemiology and complex networks

    International Joint Conference: 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024) and 15th International Conference on EUropean Transnational Education (ICEUTE 2024) (Springer International Publishing AG), pp. 237-246

2023

  1. A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data

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

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

    Lecture Notes in Networks and Systems

  3. 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)

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  6. Diseño del plan de estudios de “Grado en Tecnologías Digitalespara la Empresa. Mención Dual”

    XXX Congreso Universitario de Innovación Educativa en las Enseñanzas Técnicas (CUIEET’30), Cartagena 19-21 julio 2023

  7. Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation

    Applied Soft Computing

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

    Lecture Notes in Networks and Systems