FRANCISCO JAVIER
GONZALEZ ENRIQUE
Profesor Ayudante Doctor
JOSE ANTONIO
MOSCOSO LOPEZ
Investigador en el periodo 2010-2022
Publicaciones en las que colabora con JOSE ANTONIO MOSCOSO LOPEZ (22)
2023
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Air pollution relevance analysis in the bay of Algeciras (Spain)
International Journal of Environmental Science and Technology, Vol. 20, Núm. 7, pp. 7925-7938
2022
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Hourly pollutants forecasting using a deep learning approach to obtain the AQI
Logic Journal of the IGPL
2021
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A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)
Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 10, pp. 1999-2019
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A machine learning-based forecasting system of perishable cargo flow in maritime transport
Neurocomputing, Vol. 452, pp. 487-497
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Artificial neural networks, sequence-to-sequence lstms, and exogenous variables as analytical tools for no2 (Air pollution) forecasting: A case study in the bay of Algeciras (Spain)
Sensors, Vol. 21, Núm. 5, pp. 1-30
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Comparison of maritime transport influence of SO2 levels in Algeciras and Alcornocales Park (Spain)
Transportation Research Procedia
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Comparison of maritime transport influence of SO2 levels in Algeciras and Alcornocales Park (Spain)
R-evolucionando el transporte [Recurso electrónico]: XIV Congreso de Ingeniería del Transporte. Universidad de Burgos 6, 7 y 8 de julio 2021
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Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
Advances in Intelligent Systems and Computing
2020
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A clustering-based hybrid support vector regression model to predict container volume at seaport sanitary facilities
Applied Sciences (Switzerland), Vol. 10, Núm. 23, pp. 1-17
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A freight inspection volume forecasting approach using an aggregation/disaggregation procedure, machine learning and ensemble models
Neurocomputing, Vol. 391, pp. 282-291
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Container demand forecasting at border posts of ports: A hybrid SARIMA-SOM-SVR approach
Communications in Computer and Information Science
2019
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Spatial and meteorological relevance in NO 2 estimations: a case study in the Bay of Algeciras (Spain)
Stochastic Environmental Research and Risk Assessment, Vol. 33, Núm. 3, pp. 801-815
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A Genetic Algorithm and Neural Network Stacking Ensemble Approach to Improve NO2 Level Estimations
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach
Fresenius Environmental Bulletin, Vol. 28, Núm. 2, pp. 681-686
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INCREaSE 2019: Proceedings of the 2nd International Congress on Engineering and sustainability in the XXI century
INCREaSE 2019 (Springer), pp. 42-55
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OD Mobility Estimation Using Artificial Neural Networks
INCREaSE 2019 (Springer), pp. 643-652
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Ro-Ro Freight Forecasting Based on an ANN-SVR Hybrid Approach. Case of the Strait of Gibraltar
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
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SVR-Ensemble Forecasting Approach for Ro-Ro Freight at Port of Algeciras (Spain)
Advances in Intelligent Systems and Computing