Publicaciones (81) Publicaciones de Daniel Urda Muñoz

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

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

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

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

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

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

2022

  1. A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation

    17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)

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

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

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

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

  4. Computational intelligence applied to cybersecurity

    Expert Systems

  5. Hourly pollutants forecasting using a deep learning approach to obtain the AQI

    Logic Journal of the IGPL