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Javier González-Enrique
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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
602021
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
302019
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
222019
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
162021
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
152021
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
152021
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
142019
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
92020
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
92020
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
82019
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
62023
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
62021
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
62021
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
52023
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
52023
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
52022
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
52021
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
52020
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
42019
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
42019
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Articles 1–20