Publications (33)

2023

  1. 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

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

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

2022

  1. Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators

    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. 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)

  4. A SO2 Pollution Concentrations Prediction Approach Using Autoencoders

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

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

    Logic Journal of the IGPL

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

    International Journal of Environmental Science and Technology

2021

  1. Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods

    Advances in Intelligent Systems and Computing

  2. Comparison of maritime transport influence of SO2 levels in Algeciras and Alcornocales Park (Spain)

    Transportation Research Procedia

  3. 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

  4. Origin-Destination Matrix Estimation and Prediction from Socioeconomic Variables Using Automatic Feature Selection Procedure-Based Machine Learning Model

    Journal of Urban Planning and Development, Vol. 147, Núm. 4

  5. Deep neural networks architecture driven by problem-specific information

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423

  6. 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

  7. A machine learning-based forecasting system of perishable cargo flow in maritime transport

    Neurocomputing, Vol. 452, pp. 487-497

  8. 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

2020

  1. A Hybrid Approach for Short-Term NO2 Forecasting: Case Study of Bay of Algeciras (Spain)

    Advances in Intelligent Systems and Computing

  2. A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction

    Neural Computing and Applications, pp. 1-23

  3. A freight inspection volume forecasting approach using an aggregation/disaggregation procedure, machine learning and ensemble models

    Neurocomputing, Vol. 391, pp. 282-291

  4. 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