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Juan Jesús Ruiz Aguilar
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Hybrid approaches based on SARIMA and artificial neural networks for inspection time series forecasting
JJ Ruiz-Aguilar, IJ Turias, MJ Jiménez-Come
Transportation Research Part E: Logistics and Transportation Review 67, 1-13, 2014
1122014
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
632021
Short-term forecasting of intermodal freight using ANNs and SVR: case of the Port of Algeciras Bay
JA Moscoso-López, IJT Turias, MJ Come, JJ Ruiz-Aguilar, M Cerbán
Transportation research procedia 18, 108-114, 2016
332016
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
Characterization of pitting corrosion of stainless steel using artificial neural networks
MJ Jiménez‐Come, IJ Turias, JJ Ruiz‐Aguilar, FJ Trujillo
Materials and Corrosion 66 (10), 1084-1091, 2015
242015
A novel three-step procedure to forecast the inspection volume
JJ Ruiz-Aguilar, IJ Turias, MJ Jiménez-Come
Transportation Research Part C: Emerging Technologies 56, 393-414, 2015
232015
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 two‐stage forecasting approach for short‐term intermodal freight prediction
JA Moscoso‐López, I Turias, MJ Jiménez‐Come, JJ Ruiz‐Aguilar, ...
International Transactions in Operational Research 26 (2), 642-666, 2019
202019
A two-stage procedure for forecasting freight inspections at Border Inspection Posts using SOMs and support vector regression
JJ Ruiz-Aguilar, IJ Turias, MJ Jiménez-Come
International Journal of Production Research 53 (7), 2119-2130, 2015
192015
A two-stage model based on artificial neural networks to determine pitting corrosion status of 316L stainless steel
MJ Jiménez-Come, IJ Turias, JJ Ruiz-Aguilar
Corrosion Reviews 34 (1-2), 113-125, 2016
182016
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 35 (10), 1999-2019, 2021
172021
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
172021
Forecasting of short-term flow freight congestion: A study case of Algeciras Bay Port (Spain)
JJ Ruiz-Aguilar, I Turias, JA Moscoso-López, MJ Jiménez-Come, ...
Dyna 83 (195), 163-172, 2016
172016
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
162021
Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach
J Gonzalez-Enrique, IJ Turias, JJ Ruiz-Aguilar, JA Moscoso-Lopez, ...
Fresenius Environmental Bulletin 28 (2), 681-686, 2019
142019
Breakdown potential modelling of austenitic stainless steel
MJ Jiménez‐Come, IJ Turias, JJ Ruiz‐Aguilar, FJ Trujillo
Journal of Chemometrics 28 (3), 181-191, 2014
132014
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
102020
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
102020
Efficient goods inspection demand at ports: a comparative forecasting approach
JJ Ruiz‐Aguilar, I Turias, JA Moscoso‐López, MJ Jiménez‐Come, ...
International Transactions in Operational Research 26 (5), 1906-1934, 2019
102019
A comparison of forecasting methods for ro-ro traffic: A case study in the strait of Gibraltar
JAM López, JJ Ruiz-Aguilar, I Turias, M Cerbán, MJ Jiménez-Come
Proceedings of the Ninth International Conference on Dependability and …, 2014
102014
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