Publications (429) 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. 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

  5. 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

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

    Digital Signal Processing: A Review Journal, Vol. 144

  7. Collaboration and competition spatial complex networks in regional science

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

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

    Applied Soft Computing, Vol. 150

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

    Energy, Vol. 291

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

    Applied Soft Computing, Vol. 159

  11. Evolving interpretable decision trees for reinforcement learning

    Artificial Intelligence, Vol. 327

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

    Renewable Energy, Vol. 221

  13. Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams

    Results in Engineering, Vol. 22

  14. Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model

    IEEE Access, Vol. 12, pp. 58750-58777

  15. NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture

    Expert Systems, Vol. 41, Núm. 3

  16. Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model

    Engineering Applications of Artificial Intelligence, Vol. 132

  17. Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model

    Applied Energy, Vol. 359

  18. Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting

    Applied Energy, Vol. 353

  19. Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model

    Expert Systems with Applications, Vol. 236

2023

  1. A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes

    22nd International Symposium on Communications and Information Technologies, ISCIT 2023