Recent Submissions

  • An adaptive, fault-tolerant system for road network traffic prediction using machine learning 

    Mena-Yedra, Rafael (Universitat Politècnica de Catalunya, 2020-03-06)
    Doctoral thesis
    Open Access
    This thesis has addressed the design and development of an integrated system for real-time traffic forecasting based on machine learning methods. Although traffic prediction has been the driving motivation for the thesis ...
  • Deep learning architectures applied to wind time series multi-step forecasting 

    Manero Font, Jaume (Universitat Politècnica de Catalunya, 2020-07-14)
    Doctoral thesis
    Open Access
    Forecasting is a critical task for the integration of wind-generated energy into electricity grids. Numerical weather models applied to wind prediction, work with grid sizes too large to reproduce all the local features ...
  • Interactive inspection of segmented volume data 

    Surinyac i Albareda, Jordi (Universitat Politècnica de Catalunya, 2016-02-05)
    Doctoral thesis
    Open Access
    Present systems for the acquisition of medical images are providing better and better resolution images which end up in bigger amounts of data, even in scenarios with learning or training purposes. Interactive inspection ...