Publications en collaboration avec des chercheurs de Universidad de Burgos (35)

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

    Applied Soft Computing

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  9. 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

  4. Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration

    IEEE Transactions on Emerging Topics in Computing, Vol. 10, Núm. 4, pp. 1717-1732

  5. SignAir - In-air signature biometric system makinguse of machine learning techniques

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 201-204

  6. Special issue SOCO 2020: New trends in soft computing and its application in industrial and environmental problems

    Neurocomputing

2021

  1. A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)

    Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 10, pp. 1999-2019