Publications (301) JUAN CARLOS TRUJILLO MONDEJAR publications

2023

  1. A Data Analytics Methodology to Visually Analyze the Impact of Bias and Rebalancing

    IEEE Access, Vol. 11, pp. 56691-56702

  2. A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline

    Lecture Notes in Business Information Processing

  3. A modeling approach for designing explainable Artificial Intelligence

    CEUR Workshop Proceedings

  4. A smart data holistic approach for context-aware data analytics (AETHER-UA)

    CEUR Workshop Proceedings

  5. AIRE 2023: 10th International Workshop on Artificial Intelligence and Requirements Engineering

    Proceedings - 31st IEEE International Requirements Engineering Conference Workshops, REW 2023

  6. An Approach Aligned with Model Driven Development to Evaluate the Quality of Explainable Artificial Intelligence

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

  7. Developing an interpretable machine learning model for predicting COVID-19 patients deteriorating prior to intensive care unit admission using laboratory markers

    Heliyon, Vol. 9, Núm. 12

  8. Estudio de perspectiva de género en carreras técnicas

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 189-196

  9. Feature engineering of EEG applied to mental disorders: a systematic mapping study

    Applied Intelligence, Vol. 53, Núm. 20, pp. 23203-23243

  10. Hyperparameter Tuning of a Deep Learning EEG-based Neural Network for the Diagnosis of ADHD

    Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023