TEP024
Modelado Inteligente de Sistemas
Publications (172) Publications in which a researcher has participated
2023
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Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation
Applied Soft Computing
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Non-linear Neural Models to Predict HRC Steel Price in Spain
Lecture Notes in Networks and Systems
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Evaluating Classifiers’ Performance to Detect Attacks in Website Traffic
Lecture Notes in Networks and Systems
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Dimensionality-Reduction Methods for the Analysis of Web Traffic
Lecture Notes in Networks and Systems
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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
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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
2022
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Special issue SOCO 2020: New trends in soft computing and its application in industrial and environmental problems
Neurocomputing
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Computational intelligence applied to cybersecurity
Expert Systems
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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)
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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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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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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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Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration
IEEE Transactions on Emerging Topics in Computing, Vol. 10, Núm. 4, pp. 1717-1732
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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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An Intelligent Visualisation Tool to Analyse the Sustainability of Road Transportation
Sustainability (Switzerland), Vol. 14, Núm. 2
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Air pollution relevance analysis in the bay of Algeciras (Spain)
International Journal of Environmental Science and Technology
2021
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Advanced 3D Visualization of Android Malware Families
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021) (Springer), pp. 167-177
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15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020
Springer Suiza
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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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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