IGNACIO JOSE
TURIAS DOMINGUEZ
Catedrático de Universidad
JUAN JESUS
RUIZ AGUILAR
Profesor Contratado Doctor
Publicaciones en las que colabora con JUAN JESUS RUIZ AGUILAR (59)
2024
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Air Pollution PM10 Forecasting Maps in the Maritime Area of the Bay of Algeciras (Spain)
Journal of Marine Science and Engineering, Vol. 12, Núm. 3
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Multicriteria Decision Model for Port Evaluation and Ranking: An Analysis of Container Terminals in Latin America and the Caribbean Using PCA-TOPSIS Methodologies
Applied Sciences (Switzerland), Vol. 14, Núm. 14
2023
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Air Pollution forecasting using Long Short-Term Memory Networks in the Bay of Algeciras (Spain)
Transportation Research Procedia
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Air Pollution forecasting using Long Short-Term Memory Networks in the Bay of Algeciras (Spain)
XV Congreso de Ingeniería del Transporte (15º. La Laguna. 2023) (Universidad de La Laguna), pp. 1480-1489
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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
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Characterisation of oil spills using hyperspectral technology and feature selection
XV Congreso de Ingeniería del Transporte (15º. La Laguna. 2023) (Universidad de La Laguna), pp. 1453-1462
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Forecasting air pollutants using classification models: a case study in the Bay of Algeciras (Spain)
Stochastic Environmental Research and Risk Assessment, Vol. 37, Núm. 11, pp. 4359-4383
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Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier
Lecture Notes in Networks and Systems
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Long Short-Term Memory Approach for Short-Term Air Quality Forecasting in the Bay of Algeciras (Spain)
Sustainability (Switzerland), Vol. 15, Núm. 6
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Una experiencia en Industria 4.0 en los grados del ámbito de la Ingeniería Industrial y la Ingeniería Civil de la ETSI de Algeciras
Modelling in Science Education and Learning, Vol. 16, Núm. 1, pp. 29-34
2022
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A SO2 Pollution Concentrations Prediction Approach Using Autoencoders
17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)
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Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain)
17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 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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Deep neural networks architecture driven by problem-specific information
Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423
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Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
Advances in Intelligent Systems and Computing