Sancho
Salcedo Sanz
Catedrático/a de Universidad
Universidad Politécnica de Madrid
Madrid, EspañaPublications en collaboration avec des chercheurs de Universidad Politécnica de Madrid (45)
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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Collaboration and competition spatial complex networks in regional science
Journal of Ambient Intelligence and Humanized Computing, Vol. 15, Núm. 3, pp. 1995-2008
2023
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A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
Journal of Wind Engineering and Industrial Aerodynamics, Vol. 240
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Deep learning ensembles for accurate fog-related low-visibility events forecasting
Neurocomputing, Vol. 549
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Efficient prediction of fog-related low-visibility events with Machine Learning and evolutionary algorithms
Atmospheric Research, Vol. 295
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Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach
Atmosphere, Vol. 14, Núm. 3
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Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa
Applied Sciences (Switzerland), Vol. 13, Núm. 14
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New Probabilistic, Dynamic Multi-Method Ensembles for Optimization Based on the CRO-SL
Mathematics, Vol. 11, Núm. 7
2022
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A versatile multi-method ensemble for wind farm layout optimization
Journal of Wind Engineering and Industrial Aerodynamics, Vol. 225
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Analysis of Machine Learning Approaches’ Performance in Prediction Problems with Human Activity Patterns
Mathematics, Vol. 10, Núm. 13
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Analysis of elliptic curves in themulti-objective optimal design of submerged arches using shape parameterization
Congress on Numerical Methods in Engineering CMN 2022 (2022. Las Palmas de Gran Canaria)
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Machine learning regression and classification methods for fog events prediction
Atmospheric Research, Vol. 272
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Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble
Engineering Applications of Artificial Intelligence, Vol. 113
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Persistence in complex systems
Physics Reports, Vol. 957, pp. 1-73
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Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives
Applied Soft Computing, Vol. 118
2021
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Eliminating stick-slip vibrations in drill-strings with a dual-loop control strategy optimised by the CRO-SL algorithm
Mathematics, Vol. 9, Núm. 13
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Long-term persistence, invariant time scales and on-off intermittency of fog events
Atmospheric Research, Vol. 252
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Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches
Swarm and Evolutionary Computation, Vol. 67
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Optimal generation scheduling in hydro-power plants with the coral reefs optimization algorithm
Energies, Vol. 14, Núm. 9
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Optimal location and sizing of energy storage systems in dc-electrified railway lines using a coral reefs optimization algorithm with substrate layers
Energies, Vol. 14, Núm. 16