A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction JJ Ruiz-Aguilar, I Turias, J González-Enrique, D Urda, D Elizondo Neural Computing and Applications 33 (7), 2369-2391, 2021 | 61 | 2021 |
An artificial neural network ensemble approach to generate air pollution maps S Van Roode, JJ Ruiz-Aguilar, J González-Enrique, IJ Turias Environmental monitoring and assessment 191, 1-15, 2019 | 31 | 2019 |
Spatial and meteorological relevance in NO2 estimations: a case study in the Bay of Algeciras (Spain) J González-Enrique, IJ Turias, JJ Ruiz-Aguilar, JA Moscoso-López, ... Stochastic Environmental Research and Risk Assessment 33 (3), 801-815, 2019 | 22 | 2019 |
A machine learning-based forecasting system of perishable cargo flow in maritime transport JA Moscoso-López, D Urda, JJ Ruiz-Aguilar, J Gonzalez-Enrique, ... Neurocomputing 452, 487-497, 2021 | 17 | 2021 |
A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain) J González-Enrique, JJ Ruiz-Aguilar, JA Moscoso-López, D Urda, ... Stochastic Environmental Research and Risk Assessment, 1-21, 2021 | 16 | 2021 |
Artificial Neural Networks, Sequence-to-Sequence LSTMs, and Exogenous Variables as Analytical Tools for NO2 (Air Pollution) Forecasting: A Case Study in the … J González-Enrique, JJ Ruiz-Aguilar, JA Moscoso-López, D Urda, L Deka, ... Sensors 21 (5), 1770, 2021 | 15 | 2021 |
Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach J González-Enrique, IJ Turias, JJ Ruiz-Aguilar, JA Moscoso-López, ... Fresenius Environmental Bulletin 28 (2), 681-686, 2019 | 14 | 2019 |
Hourly air quality index (AQI) forecasting using machine learning methods JA Moscoso-López, D Urda, J González-Enrique, JJ Ruiz-Aguilar, ... International Workshop on Soft Computing Models in Industrial and …, 2020 | 9 | 2020 |
A freight inspection volume forecasting approach using an aggregation/disaggregation procedure, machine learning and ensemble models JJ Ruiz-Aguilar, D Urda, JA Moscoso-López, J Gonzalez-Enrique, ... Neurocomputing 391, 282-291, 2020 | 9 | 2020 |
A Genetic Algorithm and Neural Network Stacking Ensemble Approach to Improve NO2 Level Estimations J González-Enrique, JJ Ruiz-Aguilar, JA Moscoso-López, S Van Roode, ... International Work-Conference on Artificial Neural Networks, 856-867, 2019 | 8 | 2019 |
A clustering-based hybrid support vector regression model to predict container volume at seaport sanitary facilities JJ Ruiz-Aguilar, JA Moscoso-López, D Urda, J González-Enrique, I Turias Applied Sciences 10 (23), 8326, 2020 | 7 | 2020 |
Air pollution relevance analysis in the bay of Algeciras (Spain) MI Rodríguez-García, J González-Enrique, JA Moscoso-López, ... International Journal of Environmental Science and Technology 20 (7), 7925-7938, 2023 | 6 | 2023 |
Origin–Destination matrix estimation and prediction from socioeconomic variables using automatic feature selection procedure-based machine learning model PJ Rodríguez-Rueda, JJ Ruiz-Aguilar, J González-Enrique, I Turias Journal of urban planning and development 147 (4), 04021056, 2021 | 6 | 2021 |
Deep neural networks architecture driven by problem-specific information D Urda, FJ Veredas, J González-Enrique, JJ Ruiz-Aguilar, JM Jerez, ... Neural Computing and Applications 33 (15), 9403-9423, 2021 | 6 | 2021 |
Hourly pollutants forecasting using a deep learning approach to obtain the AQI JA Moscoso-López, J González-Enrique, D Urda, JJ Ruiz-Aguilar, ... Logic Journal of the IGPL 31 (4), 722-738, 2023 | 5 | 2023 |
Long short-term memory approach for short-term air quality forecasting in the Bay of Algeciras (Spain) MI Rodríguez-García, MG Carrasco-García, J González-Enrique, ... Sustainability 15 (6), 5089, 2023 | 5 | 2023 |
Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain) J González-Enrique, JJ Ruiz-Aguilar, E Madrid Navarro, ... International Workshop on Soft Computing Models in Industrial and …, 2022 | 5 | 2022 |
Comparison of maritime transport influence of SO2 levels in Algeciras and Alcornocales Park (Spain) MI Rodríguez-García, J González-Enrique, JA Moscoso-López, ... Transportation Research Procedia 58, 591-598, 2021 | 5 | 2021 |
A deep ensemble neural network approach to improve predictions of container inspection volume D Urda Muñoz, JJ Ruiz-Aguilar, J González-Enrique, IJ Turias Domínguez International Work-Conference on Artificial Neural Networks, 806-817, 2019 | 4 | 2019 |
Ro-ro freight prediction using a hybrid approach based on empirical mode decomposition, permutation entropy and artificial neural networks JA Moscoso-Lopez, JJ Ruiz-Aguilar, J Gonzalez-Enrique, D Urda, H Mesa, ... Hybrid Artificial Intelligent Systems: 14th International Conference, HAIS …, 2019 | 4 | 2019 |