Sancho
Salcedo Sanz
Catedrático/a de Universidad
Publicaciones (429) Publicaciones de Sancho Salcedo Sanz
2024
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A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic
Knowledge-Based Systems, Vol. 291
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A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system
Computers and Operations Research, Vol. 163
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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
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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
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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
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CoSeNet: A novel approach for optimal segmentation of correlation matrices
Digital Signal Processing: A Review Journal, Vol. 144
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Collaboration and competition spatial complex networks in regional science
Journal of Ambient Intelligence and Humanized Computing, Vol. 15, Núm. 3, pp. 1995-2008
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Efficient evolution of decision trees via fully matrix-based fitness evaluation
Applied Soft Computing, Vol. 150
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Electricity demand error corrections with attention bi-directional neural networks
Energy, Vol. 291
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End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
Applied Soft Computing, Vol. 159
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Evolving interpretable decision trees for reinforcement learning
Artificial Intelligence, Vol. 327
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Improving the prediction of extreme wind speed events with generative data augmentation techniques
Renewable Energy, Vol. 221
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Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams
Results in Engineering, Vol. 22
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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
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NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture
Expert Systems, Vol. 41, Núm. 3
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Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
Engineering Applications of Artificial Intelligence, Vol. 132
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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
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Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
Applied Energy, Vol. 353
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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
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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