Publications (448) Sancho Salcedo Sanz publications

2024

  1. A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic

    Knowledge-Based Systems, Vol. 291

  2. A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system

    Computers and Operations Research, Vol. 163

  3. An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression

    Computer Methods and Programs in Biomedicine, Vol. 245

  4. An iterative neural network approach applied to human-induced force reconstruction using a non-linear electrodynamic shaker

    Heliyon, Vol. 10, Núm. 12

  5. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

  6. Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry

    IEEE Access, Vol. 12, pp. 72530-72543

  7. Autoencoder Framework for General Forecasting

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

  8. Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches[Formula presented]

    Expert Systems with Applications, Vol. 238

  9. CoSeNet: A novel approach for optimal segmentation of correlation matrices

    Digital Signal Processing: A Review Journal, Vol. 144

  10. Collaboration and competition spatial complex networks in regional science

    Journal of Ambient Intelligence and Humanized Computing, Vol. 15, Núm. 3, pp. 1995-2008

  11. Data Augmentation Techniques for Extreme Wind Prediction Improvement

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

  12. Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback

    Sensors, Vol. 24, Núm. 10

  13. Efficient evolution of decision trees via fully matrix-based fitness evaluation

    Applied Soft Computing, Vol. 150

  14. Electricity demand error corrections with attention bi-directional neural networks

    Energy, Vol. 291

  15. End-to-end learning of adaptive coded modulation schemes for resilient wireless communications

    Applied Soft Computing, Vol. 159

  16. Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

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

  17. Evolving interpretable decision trees for reinforcement learning

    Artificial Intelligence, Vol. 327

  18. Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach

    Applied Energy, Vol. 374

  19. Improving the prediction of extreme wind speed events with generative data augmentation techniques

    Renewable Energy, Vol. 221

  20. Interpretable extreme wind speed prediction with concept bottleneck models

    Renewable Energy, Vol. 231