Publications (72)
Daniel Urda Muñoz publications View research data

2023

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

    Cybernetics and Systems

  2. 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)

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

    Lecture Notes in Networks and Systems

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

    Applied Soft Computing

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Cybernetics 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

  6. 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

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

    Neurocomputing

2021

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

    Springer Suiza

  2. 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

  3. A machine learning-based forecasting system of perishable cargo flow in maritime transport

    Neurocomputing, Vol. 452, pp. 487-497

  4. 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

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

    Applied Soft Computing, Vol. 101

  6. Artificial neural networks, sequence-to-sequence lstms, and exogenous variables as analytical tools for no2 (Air pollution) forecasting: A case study in the bay of Algeciras (Spain)

    Sensors, Vol. 21, Núm. 5, pp. 1-30