Sancho
Salcedo Sanz
Catedrático/a de Universidad
Publications (448) Sancho Salcedo Sanz publications
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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An iterative neural network approach applied to human-induced force reconstruction using a non-linear electrodynamic shaker
Heliyon, Vol. 10, Núm. 12
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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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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
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Autoencoder Framework for General Forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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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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)
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Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback
Sensors, Vol. 24, Núm. 10
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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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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)
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Evolving interpretable decision trees for reinforcement learning
Artificial Intelligence, Vol. 327
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Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
Applied Energy, Vol. 374
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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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Interpretable extreme wind speed prediction with concept bottleneck models
Renewable Energy, Vol. 231