Sancho
Salcedo Sanz
Catedrático/a de Universidad
Universidad de Córdoba
Córdoba, EspañaPublications in collaboration with researchers from Universidad de Córdoba (47)
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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Autoencoder-based flow-analogue probabilistic reconstruction of heat waves from pressure fields
Annals of the New York Academy of Sciences
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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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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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Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events
Applied Ocean Research, Vol. 153
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Long-term temperature prediction with hybrid autoencoder algorithms
Applied Computing and Geosciences, Vol. 23
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Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques
Atmospheric Research, Vol. 284
2022
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Machine learning regression and classification methods for fog events prediction
Atmospheric Research, Vol. 272
2020
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A Hybrid Coral Reefs Optimization-Variable Neighborhood Search Approach for the Unequal Area Facility Layout Problem
IEEE Access, Vol. 8, pp. 134042-134050
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A novel Island Model based on Coral Reefs Optimization algorithm for solving the unequal area facility layout problem
Engineering Applications of Artificial Intelligence, Vol. 89
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A novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problem
Swarm and Evolutionary Computation, Vol. 55
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Addressing Unequal Area Facility Layout Problems with the Coral Reef Optimization algorithm with Substrate Layers
Engineering Applications of Artificial Intelligence, Vol. 93
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Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques
Water (Switzerland), Vol. 12, Núm. 6
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Evolutionary artificial neural networks for accurate solar radiation prediction
Energy, Vol. 210
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Multi-task learning for the prediction of wind power ramp events with deep neural networks
Neural Networks, Vol. 123, pp. 401-411
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Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing
Neural Processing Letters, Vol. 52, Núm. 1, pp. 57-74
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Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport
Atmospheric Research, Vol. 236
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Prediction of convective clouds formation using evolutionary neural computation techniques
Neural Computing and Applications, Vol. 32, Núm. 17, pp. 13917-13929