Publications by the researcher in collaboration with FRANCISCO JAVIER GONZALEZ ENRIQUE (45)

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

  5. Modeling Non-linear Atmospheric Dynamics: A Comparative Study of Attention-Based CNN-LSTM and XGBoost for Ozone Forecasting

    Lecture Notes in Computer Science

2024

  1. 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

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

    Logic Journal of the IGPL, Vol. jzae046

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

  8. Long Short-Term Memory Approach for Short-Term Air Quality Forecasting in the Bay of Algeciras (Spain)

    Sustainability (Switzerland), Vol. 15, Núm. 6

  9. 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

  1. A SO2 Pollution Concentrations Prediction Approach Using Autoencoders

    17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)

  2. 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)

  3. Hourly pollutants forecasting using a deep learning approach to obtain the AQI

    Logic Journal of the IGPL

2021

  1. 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