IGNACIO JOSE
TURIAS DOMINGUEZ
Catedrático de Universidad
Publicaciones (112) Publicaciones de IGNACIO JOSE TURIAS DOMINGUEZ
2024
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A Machine Learning Approach for Modelling Cold-Rolling Curves for Various Stainless Steels
Materials, Vol. 17, Núm. 1
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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
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Virtual Sensor for Estimating the Strain-Hardening Rate of Austenitic Stainless Steels Using a Machine Learning Approach
Applied Sciences (Switzerland), Vol. 14, Núm. 13
2023
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A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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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Application of Multivariate Statistical Techniques as an Indicator of Variability of the Effects of COVID-19 on the Paris Memorandum of Understanding on Port State Control
Mathematics, Vol. 11, Núm. 14
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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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A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation
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
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Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators
17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)
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