Publicaciones en colaboración con investigadores/as de Universidad Católica San Antonio (33)

2024

  1. A multi-model deep learning approach to address prediction imbalances in smart greenhouses

    Computers and Electronics in Agriculture, Vol. 216

  2. Design of a smart parking space allocation system for higher energy efficiency

    Smart Spaces: a volume in Intelligent Data-Centric Systems (Elsevier), pp. 371-390

  3. Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks

    ACM Transactions on Intelligent Systems and Technology, Vol. 15, Núm. 1

2023

  1. A Sustainable Framework to Manage Plastic Waste in Urban Environments Using Open Data

    EAI/Springer Innovations in Communication and Computing (Springer Science and Business Media Deutschland GmbH), pp. 263-295

  2. Beach and Weather: A Mobile Crowdsensing platform to report beach conditions

    Software Impacts, Vol. 15

  3. Can Twitter be a Reliable Proxy to Characterize Nation-wide Human Mobility? A Case Study of Spain

    Social Science Computer Review, Vol. 41, Núm. 3, pp. 886-904

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

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

  5. Evolution of global music trends: An exploratory and predictive approach based on Spotify data

    Entertainment Computing, Vol. 44

  6. Human Mobility Prediction with Region-based Flows and Road Traffic Data

    Journal of Universal Computer Science, Vol. 29, Núm. 4, pp. 374-396

  7. Music Mobility Patterns: How Songs Propagate Around The World Through Spotify

    Pattern Recognition, Vol. 143

  8. Nation-wide touristic flow prediction with Graph Neural Networks and heterogeneous open data

    Information Fusion, Vol. 91, pp. 582-597

  9. SINATRA: A Music Genre Classifier Based on Clustering and Graph Analysis

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 185-209

2022

  1. A Novel Learning Algorithm Based on Bayesian Statistics: Modelling Thermostat Adjustments for Heating and Cooling in Buildings

    Mathematics, Vol. 10, Núm. 14

  2. A centrality model for directed graphs based on the Two-Way-Random Path and associated indices for characterizing the nodes

    Journal of Computational Science, Vol. 63

  3. An Open Souce System for People Counting based on 802.11 Packets Tracking

    IEEE Symposium on Wireless Technology and Applications, ISWTA

  4. An analysis of twitter as a relevant human mobility proxy: A comparative approach in spain during the COVID-19 pandemic

    GeoInformatica, Vol. 26, Núm. 4, pp. 677-706

  5. EMO-Learning: Towards an intelligent tutoring system to assess online students' emotions

    2022 18th International Conference on Intelligent Environments, IE 2022 - Proceedings

  6. Human mobility forecasting with region-based flows and geotagged Twitter data

    Expert Systems with Applications, Vol. 203

  7. Nation-wide human mobility prediction based on graph neural networks

    Applied Intelligence, Vol. 52, Núm. 4, pp. 4144-4160

  8. Parking Availability Prediction with Coarse-Grained Human Mobility Data

    Computers, Materials and Continua, Vol. 71, Núm. 2, pp. 4355-4375