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S. Salcedo-Sanz · SciRah

Researcher profile · Semantic Scholar

S. Salcedo-Sanz

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S. Salcedo-Sanz — researcher profile on SciRah

h-index: 61
Works: 440
Citations: 13K

Most-cited papers

Heat Waves: Physical Understanding and Scientific Challenges
D. Barriopedro, R. Garcia-Herrera, C. Ordóñez, D. Miralles +1 more
2023Reviews of Geophysics343 citations Open access
Semantic Scholar
Near real-time wind speed forecast model with bidirectional LSTM networks
L. Joseph, R. Deo, R. Prasad, S. Salcedo-Sanz +2 more
2023Renewable Energy153 citations
Semantic Scholar
Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz +2 more
2022Measurement120 citations Open access
Semantic Scholar
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia
S. Ghimire, B. Bhandari, D. Casillas-Pérez, R. Deo +1 more
2022Engineering applications of artificial intelligence99 citations Open access
Semantic Scholar
Machine learning regression and classification methods for fog events prediction
C. Castillo-Botón, D. Casillas-Pérez, C. Casanova-Mateo, S. Ghimire +4 more
2022Atmospheric research90 citations Open access
Semantic Scholar
Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz
2022Applied Energy90 citations
Semantic Scholar
Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results
S. Ghimire, R. Deo, Hua Wang, Mohanad S. Al-Musaylh +2 more
2022Energies88 citations Open access
Semantic Scholar
Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model
S. Ghimire, T. Nguyen-Huy, R. Deo, David Casillas-Péerez +1 more
2022Sustainable Materials and Technologies81 citations Open access
Semantic Scholar
Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
S. Ghimire, T. Nguyen-Huy, Mohanad S. Al-Musaylh, R. Deo +2 more
2023Energy and AI78 citations Open access
Semantic Scholar
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
S. Salcedo-Sanz, J. Pérez-Aracil, G. Ascenso, J. del Ser +7 more
2023Theoretical and Applied Climatology75 citations Open access
Semantic Scholar
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction
S. Ghimire, T. Nguyen-Huy, R. Prasad, R. Deo +3 more
2022Cognitive Computation74 citations Open access
Semantic Scholar
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques
D. Fister, J. Pérez-Aracil, C. Peláez-Rodríguez, J. del Ser +1 more
2023Applied Soft Computing71 citations Open access
Semantic Scholar
A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
S. Ghimire, T. Nguyen-Huy, Mohanad S. Al-Musaylh, R. Deo +2 more
2023Energy64 citations Open access
Semantic Scholar
Persistence in complex systems
S. Salcedo-Sanz, D. Casillas-Pérez, J. D. del Ser, C. Casanova-Mateo +3 more
2022Physics reports61 citations Open access
Semantic Scholar
Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
L. Joseph, R. Deo, D. Casillas-Pérez, R. Prasad +2 more
2024Applied Energy59 citations Open access
Semantic Scholar
Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise deep residual model for short-term multi-step solar radiation prediction
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz
2022Renewable Energy59 citations
Semantic Scholar
Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz
2024Applied Energy58 citations Open access
Semantic Scholar
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives
J. del Ser, D. Casillas-Pérez, L. Cornejo-Bueno, Luis Prieto-Godino +3 more
2021Applied Soft Computing57 citations Open access
Semantic Scholar
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz +2 more
2024Engineering applications of artificial intelligence45 citations
Semantic Scholar
An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants
C. Marcelino, G. Leite, Carla Amor Divino Moreira Delgado, Lucas B. de Oliveira +3 more
2021Expert systems with applications44 citations Open access
Semantic Scholar
A comprehensive review of visualization methods for association rule mining: Taxonomy, Challenges, Open problems and Future ideas
I. Fister, I. Fister, D. Fister, V. Podgorelec +1 more
2023Expert systems with applications39 citations Open access
Semantic Scholar
Efficient daily electricity demand prediction with hybrid deep-learning multi-algorithm approach
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz
2023Energy Conversion and Management37 citations Open access
Semantic Scholar
Deep learning ensembles for accurate fog-related low-visibility events forecasting
C. Peláez-Rodríguez, J. Pérez-Aracil, A. de Lopez-Diz, C. Casanova-Mateo +3 more
2023Neurocomputing35 citations Open access
Semantic Scholar
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
S. Ghimire, Mohanad S. Al-Musaylh, T. Nguyen-Huy, R. Deo +4 more
2025Applied Energy32 citations Open access
Semantic Scholar
Evaluating the Use of a Net-Metering Mechanism in Microgrids to Reduce Power Generation Costs with a Swarm-Intelligent Algorithm
Carolina Gil Marcelino, G. Leite, Elizabeth F. Wanner, S. Jiménez-Fernández +1 more
2023Social Science Research Network32 citations Open access
Semantic Scholar
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
S. Ghimire, R. Deo, D. Casillas-Pérez, Ekta Sharma +3 more
2024Applied Energy29 citations Open access
Semantic Scholar
Statistical Analysis and Machine Learning Prediction of Fog-Caused Low-Visibility Events at A-8 Motor-Road in Spain
S. Cornejo-Bueno, D. Casillas-Pérez, L. Cornejo-Bueno, M. Chidean +4 more
2021Atmosphere28 citations Open access
Semantic Scholar
Evolving interpretable decision trees for reinforcement learning
Vinícius G. Costa, J. Pérez-Aracil, S. Salcedo-Sanz, C. E. Pedreira
2023Artificial Intelligence27 citations
Semantic Scholar
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model
S. Ghimire, R. Deo, S. Pourmousavi, D. Casillas-Pérez +1 more
2024Engineering applications of artificial intelligence24 citations Open access
Semantic Scholar
Electricity demand error corrections with attention bi-directional neural networks
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz
2024Energy24 citations
Semantic Scholar
Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
R. Deo, A. A. Masrur Ahmed, D. Casillas-Pérez, S. Pourmousavi +3 more
2022Renewable Energy24 citations
Semantic Scholar
A hierarchical classification/regression algorithm for improving extreme wind speed events prediction
C. Peláez-Rodríguez, J. Pérez-Aracil, D. Fister, L. Prieto-Godino +2 more
2022Renewable Energy24 citations Open access
Semantic Scholar
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method
G. Leite, S. Jiménez-Fernández, S. Salcedo-Sanz, C. Marcelino +1 more
2023Knowledge-Based Systems22 citations Open access
Semantic Scholar
A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
C. Peláez-Rodríguez, J. Pérez-Aracil, L. Prieto-Godino, S. Ghimire +2 more
2023Journal of Wind Engineering and Industrial Aerodynamics21 citations Open access
Semantic Scholar
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction
S. Prasad, R. Deo, S. Salcedo-Sanz, N. Downs +2 more
2023Comput. Methods Programs Biomed.20 citations Open access
Semantic Scholar
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL
J. Pérez-Aracil, C. Camacho-Gómez, E. Lorente-Ramos, C. M. Marina +2 more
2022Mathematics18 citations Open access
Semantic Scholar
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review
S. Salcedo-Sanz, Jorge Pérez-Aracil, G. Ascenso, J. del Ser +8 more
2022arXiv.org17 citations Open access
Semantic Scholar
A versatile multi-method ensemble for wind farm layout optimization
J. Pérez-Aracil, D. Casillas-Pérez, S. Jiménez-Fernández, L. Prieto-Godino +1 more
2022Journal of Wind Engineering and Industrial Aerodynamics17 citations Open access
Semantic Scholar
Electricity demand uncertainty modeling with Temporal Convolution Neural Network models
S. Ghimire, R. Deo, D. Casillas-Pérez, S. Salcedo-Sanz +2 more
2025Renewable & Sustainable Energy Reviews16 citations Open access
Semantic Scholar
Efficient evolution of decision trees via fully matrix-based fitness evaluation
Vinícius G. Costa, S. Salcedo-Sanz, C. E. Pedreira
2024Applied Soft Computing16 citations
Semantic Scholar
Novel deep hybrid model for electricity price prediction based on dual decomposition
S. Ghimire, T. Nguyen-Huy, R. Deo, D. Casillas-Pérez +2 more
2025Applied Energy15 citations Open access
Semantic Scholar
One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques
A. Gómez-Orellana, David Guijo-Rubio, J. Pérez-Aracil, Pedro Antonio Gutiérrez +2 more
2023Atmospheric research15 citations Open access
Semantic Scholar
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
S. Prasad, R. Deo, N. Downs, D. Casillas-Pérez +2 more
2023Expert systems with applications15 citations
Semantic Scholar
Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach
C. Peláez-Rodríguez, C. M. Marina, J. Pérez-Aracil, C. Casanova-Mateo +1 more
2023Atmosphere15 citations Open access
Semantic Scholar
Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms
J. Pérez-Aracil, A. Hernández-Díaz, C. M. Marina, S. Salcedo-Sanz
2023Expert systems with applications14 citations Open access
Semantic Scholar
An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles
C. Marcelino, G. Leite, S. Jiménez-Fernández, S. Salcedo-Sanz
2022IEEE Access14 citations Open access
Semantic Scholar
Long-term persistence, invariant time scales and on-off intermittency of fog events
S. Salcedo-Sanz, M. Piles, Lucas Cuadra, C. Casanova-Mateo +3 more
202114 citations Open access
Semantic Scholar
Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach
S. Ghimire, R. Deo, K. Hopf, Hangyue Liu +6 more
2025Energy and AI13 citations Open access
Semantic Scholar
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system
L. M. Moreno-Saavedra, S. Jiménez-Fernández, J. Portilla-Figueras, D. Casillas-Pérez +1 more
2023Computers & Operations Research13 citations Open access
Semantic Scholar
Evaluating the risk of uncertainty in smart grids with electric vehicles using an evolutionary swarm-intelligent algorithm
G. Leite, C. Marcelino, C. E. Pedreira, S. Jiménez-Fernández +1 more
2023Journal of Cleaner Production12 citations
Semantic Scholar

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