Publications (68)
Daniel Urda Muñoz publications View research data

2023

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

    Applied Soft Computing

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

2022

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

    Neurocomputing

  2. Computational intelligence applied to cybersecurity

    Expert Systems

  3. 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)

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

    Logic Journal of the IGPL

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

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

2021

  1. Beta-hebbian learning for visualizing intrusions in flows

    Advances in Intelligent Systems and Computing

  2. Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs

    14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

  3. 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

  4. 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020 lit. ed.

    Springer Suiza

  5. Deep neural networks architecture driven by problem-specific information

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423

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

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

  7. 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

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

    Applied Soft Computing, Vol. 101

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

    Neurocomputing, Vol. 452, pp. 487-497

  10. 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