| A survey on machine learning techniques for routing optimization in SDN R Amin, E Rojas, A Aqdus, S Ramzan, D Casillas-Perez, JM Arco IEEE Access 9, 104582-104611, 2021 | 73 | 2021 |
| Machine learning regression and classification methods for fog events prediction C Castillo-Botón, D Casillas-Pérez, C Casanova-Mateo, S Ghimire, ... Atmospheric Research 272, 106157, 2022 | 63 | 2022 |
| Stacked LSTM sequence-to-sequence autoencoder with feature selection for daily solar radiation prediction: a review and new modeling results S Ghimire, RC Deo, H Wang, MS Al-Musaylh, D Casillas-Pérez, ... Energies 15 (3), 1061, 2022 | 62 | 2022 |
| 3dfcnn: Real-time action recognition using 3d deep neural networks with raw depth information A Sanchez-Caballero, S de López-Diz, D Fuentes-Jimenez, ... Multimedia Tools and Applications 81 (17), 24119-24143, 2022 | 51 | 2022 |
| 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, RC Deo, D Casillas-Perez, S Salcedo-Sanz Sustainable Materials and Technologies 32, e00429, 2022 | 49 | 2022 |
| Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz Applied Energy 316, 119063, 2022 | 49 | 2022 |
| Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia S Ghimire, B Bhandari, D Casillas-Perez, RC Deo, S Salcedo-Sanz Engineering Applications of Artificial Intelligence 112, 104860, 2022 | 48 | 2022 |
| Persistence in complex systems S Salcedo-Sanz, D Casillas-Pérez, J Del Ser, C Casanova-Mateo, ... Physics Reports 957, 1-73, 2022 | 42 | 2022 |
| Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz, E Sharma, M Ali Measurement 202, 111759, 2022 | 41 | 2022 |
| Randomization-based machine learning in renewable energy prediction problems: critical literature review, new results and perspectives J Del Ser, D Casillas-Perez, L Cornejo-Bueno, L Prieto-Godino, ... Applied Soft Computing 118, 108526, 2022 | 40 | 2022 |
| Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques C Castillo-Botón, D Casillas-Pérez, C Casanova-Mateo, ... Water 12 (6), 1528, 2020 | 33 | 2020 |
| Improved complete ensemble empirical mode decomposition with adaptive noise deep residual model for short-term multi-step solar radiation prediction S Ghimire, RC Deo, D Casillas-Perez, S Salcedo-Sanz Renewable Energy 190, 408-424, 2022 | 30 | 2022 |
| Hydro-power production capacity prediction based on machine learning regression techniques C Condemi, D Casillas-Perez, L Mastroeni, S Jiménez-Fernández, ... Knowledge-Based Systems 222, 107012, 2021 | 28 | 2021 |
| Persistence analysis and prediction of low-visibility events at Valladolid Airport, Spain S Cornejo-Bueno, D Casillas-Pérez, L Cornejo-Bueno, MI Chidean, ... Symmetry 12 (6), 1045, 2020 | 28 | 2020 |
| Simultaneous exercise recognition and evaluation in prescribed routines: Approach to virtual coaches S García-de-Villa, D Casillas-Pérez, A Jiménez-Martín, ... Expert Systems with Applications 199, 116990, 2022 | 24 | 2022 |
| Hybrid convolutional neural network-multilayer perceptron model for solar radiation prediction S Ghimire, T Nguyen-Huy, R Prasad, RC Deo, D Casillas-Pérez, ... Cognitive Computation 15 (2), 645-671, 2023 | 23 | 2023 |
| A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction S Ghimire, T Nguyen-Huy, MS AL-Musaylh, RC Deo, D Casillas-Pérez, ... Energy 275, 127430, 2023 | 22 | 2023 |
| DPDnet: A robust people detector using deep learning with an overhead depth camera D Fuentes-Jimenez, R Martin-Lopez, C Losada-Gutierrez, ... Expert Systems with Applications 146, 113168, 2020 | 21 | 2020 |
| 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, MI Chidean, ... Atmosphere 12 (6), 679, 2021 | 16 | 2021 |
| Analysis, characterization, prediction and attribution of extreme atmospheric events with machine learning: a review S Salcedo-Sanz, J Pérez-Aracil, G Ascenso, J Del Ser, D Casillas-Pérez, ... arXiv preprint arXiv:2207.07580, 2022 | 13 | 2022 |
