Recent Submissions

  • Machine Learning Algorithms to Predict Wildfire Propagation in Europe 

    Eslava Griñó, Àlex (Universitat Politècnica de Catalunya, 2021-07-02)
    Master thesis
    Open Access
    Wildfires endanger human lives, human assets and natural ecosystems. Due to climate change, temperature, rain and snow patterns, as well as terrestrial ecosystems, are varying. This is increasing the fires? frequency, ...
  • Business oportunities search in the field of 3D printing 

    Román Oliver, Víctor (Universitat Politècnica de Catalunya, 2021-06-17)
    Master thesis
    Open Access
    3D printing is a technology which we have been hearing about for a long time, but it still doesn?t seem to be making its way into the consumer, business and education world. Why is this happening and where is it going? Is ...
  • Traffic Sign Detection for Micromobility 

    Bayó Puxan, Elisabet (Universitat Politècnica de Catalunya, 2021-05-21)
    Master thesis
    Open Access
    In recent years there's been an increase in the number or users of micromobility vehicles for everyday commute inside the city. At the same time technologies for autonomous and assisted driving for cars have been improving ...
  • Automatic detection of visible events in fusion reactors 

    Palacios Corral, Aina (Universitat Politècnica de Catalunya, 2021-05-21)
    Master thesis
    Open Access
    Renewable energies are the future, and the study of those is already in research and development. Fusion reactors can give way to a new world inside the nuclear energy, very different to the current one. In this project, ...
  • 5G traffic forecasting through the use of social networks in a realistic scenario 

    Sarmiento Henriquez, Daniel Fernando (Universitat Politècnica de Catalunya, 2021-05-20)
    Master thesis
    Open Access
    Social networks have marked a before and after in data management. The exponential increase in the amount of information online in recent years is undeniable. New tools and systems are needed more frequently to optimize ...
  • Design of deep learning algorithms to identify transportation mode of citizens from 2 sensors of the smartphone 

    León Siza, Achic (Universitat Politècnica de Catalunya, 2021-05-26)
    Master thesis
    Restricted access - author's decision
  • Disentangling neural network structure from the weights space 

    Caselles Rico, Pol (Universitat Politècnica de Catalunya, 2021-01-20)
    Master thesis
    Open Access
    Deep Neural Networks have been used to tackle a wide variety of tasks achieving great performance. However, there is still a lack of knowledge of how the training of these models converge and how weights relate to their ...
  • MFGM-VAE for unpaired multi-view data integration 

    Aylagas Torres, Roger (Universitat Politècnica de Catalunya, 2020-12-14)
    Master thesis
    Open Access
    Deep learning model for unpaired data integration. Use case: multiple-omics data integration
  • Validation and Extension of Kubernetes-based Network Functions (KNFs) in OSM for Cloud Native (CN) applications in 5G and beyond 

    Pino Martínez, Adrián (Universitat Politècnica de Catalunya, 2021-01-28)
    Master thesis
    Open Access
    Adopting Cloud Native (CN) into 5G telecommunications systems has been identified as agood candidate for reducing the cost, improving system agility and role out of 5G services.This is well reflected on the recent 3GPP ...
  • Real image transformation through conditional GANs 

    Grau Gasulla, Martí (Universitat Politècnica de Catalunya, 2021-01-24)
    Master thesis
    120 months embargo
  • Design, Implementation, and Analysis of a Federated Learning Architecture 

    Ferraté I Cuartero, Gabriel (Universitat Politècnica de Catalunya, 2021-01-28)
    Master thesis
    12 months embargo
    Covenantee:   King's College London
    Artificial Intelligence (AI) has become the go-to technology for many applications. This method, even having huge advantages in many areas, also require from training step, which is very power-and-time consuming and has ...
  • A Reliable and Universal Cloud Wallet 

    De La Cuesta Sala, Pau (Universitat Politècnica de Catalunya, 2020-12-20)
    Master thesis
    Open Access
    This document explains the design, implementation and deployment of a secure Ethereum wallet backed up by a vault of secrets on the cloud. It also introduces key concepts for this task in the field of cryptography and ...

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