Publicaciones en colaboración con investigadores/as de Universidad Católica San Antonio (38)

2024

  1. Biodegradation behaviour of pharmaceutical compounds and selected metabolites in activated sludge. A forecasting decision system approach

    Journal of Environmental Health Science and Engineering, Vol. 22, Núm. 1, pp. 229-243

  2. Diseño de acciones formativas para mejorar las competencias digitales del profesorado

    Revista electrónica interuniversitaria de formación del profesorado, Vol. 27, Núm. 1, pp. 117-133

  3. Novel Approaches for Regionalising SWAT Parameters Based on Machine Learning Clustering for Estimating Streamflow in Ungauged Basins

    Water Resources Management, Vol. 38, Núm. 2, pp. 423-440

2023

  1. A real-time traffic alert system based on image recognition: A case of study in Spain

    2023 19th International Conference on Intelligent Environments, IE 2023 - Proceedings

  2. Evaluation of low-power devices for smart greenhouse development

    Journal of Supercomputing, Vol. 79, Núm. 9, pp. 10277-10299

  3. Evaluation of synthetic data generation for intelligent climate control in greenhouses

    Applied Intelligence, Vol. 53, Núm. 21, pp. 24765-24781

  4. SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments

    Internet of Things (Netherlands), Vol. 22

2022

  1. A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain

    Catena, Vol. 212

  2. Evaporation Forecasting through Interpretable Data Analysis Techniques

    Electronics (Switzerland), Vol. 11, Núm. 4

2021

  1. A high-performance IoT solution to reduce frost damages in stone fruits

    Concurrency and Computation: Practice and Experience

  2. Improving prediction of COVID-19 evolution by fusing epidemiological and mobility data

    Scientific Reports, Vol. 11, Núm. 1

  3. Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning

    Journal of Supercomputing, Vol. 77, Núm. 1, pp. 818-840

  4. Preface to the proceedings of 1st international workshop on artificial intelligence and machine learning for emerging topics (ALLEGET'21)

    Intelligent Environments 2021: Workshop Proceedings of the 17th International Conference on Intelligent Environments (IOS Press), pp. 223-224

2020

  1. A decision support system for water optimization in anti-frost techniques by sprinklers

    Sensors (Switzerland), Vol. 20, Núm. 24, pp. 1-15

  2. A deep learning model to predict lower temperatures in agriculture

    Journal of Ambient Intelligence and Smart Environments, Vol. 12, Núm. 1, pp. 21-34

  3. Classifying Papanicolaou cervical smears through a cell merger approach by deep learning technique

    Expert Systems with Applications, Vol. 160

  4. Development of an application to make knowledge available to the farmer: Detection of the most suitable crops for a more sustainable agriculture

    Journal of Ambient Intelligence and Smart Environments, Vol. 12, Núm. 5, pp. 419-432

  5. Making decisions for frost prediction in agricultural crops in a soft computing framework

    Computers and Electronics in Agriculture, Vol. 175

  6. Sound levels forecasting in an acoustic sensor network using a deep neural network

    Sensors (Switzerland), Vol. 20, Núm. 3

2019

  1. Analysis of student behavior in learning management systems through a Big Data framework

    Future Generation Computer Systems, Vol. 90, pp. 262-272