Publications (78) JUAN JESUS RUIZ AGUILAR publications

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2026

  1. A Systematic Evaluation of CNN Configurations for Multiclass Oil Spill Classification in Hyperspectral Images

    Journal of Marine Science and Engineering, Vol. 14, Núm. 4

  2. Automatic Detection of Methane Emissions in Urban Landfills Using Hyperspectral Imaging and Machine Learning

    Lecture Notes in Computer Science

  3. Hyperspectral imaging and artificial neural networks for oil spills automatic detection

    Logic Journal of the IGPL, Vol. 34, Núm. 1

  4. Machine and Deep Learning Approaches for Water Pollution Detection Using Hyperspectral Imaging

    Smart Water Quality Monitoring (Springer Nature Switzerland), pp. 127-156

  5. Machine and deep learning approaches for water pollution detection using hyperspectral imaging

    Smart water quality monitoring: artificial intelligence, automation and analytical chemistry (Springer Suiza), pp. 127-156

2025

  1. A Cost-Optimized Model for Dynamic Port Hinterland Delineation: An Application to the Spanish Port System

    Applied Sciences (Switzerland), Vol. 15, Núm. 1

  2. Container Traffic in the Colombian Caribbean: A Competitiveness Analysis of the Port of Santa Marta Through a Technical–Economic Combination Framework

    Logistics, Vol. 9, Núm. 3

  3. Modelo de Decisión Multicriterio para la Evaluación y Clasificación de Puertos: un análisis de las Terminales de Contenedores en AméricaLatina y el Caribe utilizando las metodologías PCA-TOPSIS

    Desafíos en el Desarrollo Sostenible de un mundo en crisis: IX Encuentro Internacional Desarrollo Sostenible (Editorial UCA), pp. 79-90

2024

  1. A Novel Application of Computational Contact Tools on Nonlinear Finite Element Analysis to Predict Ground-Borne Vibrations Generated by Trains in Ballasted Tracks

    Modelling, Vol. 5, Núm. 4, pp. 1454-1468

  2. 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

  3. Chlorophyll-α forecasting using LSTM, bidirectional LSTM and GRU networks in <i>El Mar Menor</i> (Spain)

    Logic Journal of the IGPL, Vol. jzae046

  4. 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

  5. Oil Spill Classification Using an Autoencoder and Hyperspectral Technology

    Journal of Marine Science and Engineering, Vol. 12, Núm. 3

2023

  1. Air Pollution forecasting using Long Short-Term Memory Networks in the Bay of Algeciras (Spain)

    Transportation Research Procedia

  2. 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)

  3. Air pollution relevance analysis in the bay of Algeciras (Spain)

    International Journal of Environmental Science and Technology, Vol. 20, Núm. 7, pp. 7925-7938

  4. Characterisation of oil spills using hyperspectral technology and feature selection

    XV Congreso de Ingeniería del Transporte (15º. La Laguna. 2023)

  5. 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

  6. Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier

    Lecture Notes in Networks and Systems

  7. Hyperspectral technology for oil spills characterisation by using feature selection

    Transportation Research Procedia