Now showing items 1-12 of 316

    • Fast prototyping of graph neural networks with the ignnition framework 

      Monge Calvo, Ricard (Universitat Politècnica de Catalunya, 2021-06-28)
      Master thesis
      Open Access
      Graphs are a fundamental data type that enables to represent in a well-structured manner many objects and problems of real-life; particularly those involving a set of elements that interact in some way with each other ...
    • Diagnosis analysis through graph decomposition and association rules in the context of Covid-19 

      Hernández Guillamet, Guillem (Universitat Politècnica de Catalunya, 2021-06-22)
      Master thesis
      Open Access
      Rule miners are unsupervised learning methods used to detect associations between items. These algorithms have been traditionally used in transactional datasets to synthesise significance associations between items. ...
    • Design space exploration of power efficient embedded OS system for SmartCards 

      Igarza Mateo, Marc (Universitat Politècnica de Catalunya, 2021-04-29)
      Master thesis
      Restricted access - author's decision
      Covenantee:   Giesecke & Devrient
      Knowing the contents of the heap memory may be vital when optimizing memory management processes or during a release process of a Smart Card. The objective of this project is to develop a deep understanding of how ...
    • Dolphin communication : a quantitative linguistics approach 

      Vradi, Amalia Alkisti (Universitat Politècnica de Catalunya, 2021-04-28)
      Master thesis
      Open Access
      Comparative studies between human languages and animal communication have revealed shared statistical patterns that can shed light on the principles that govern communication across species while establishing the foundations ...
    • Applying the rainbow architecture to intrusion detection systems 

      Izquierdo García-Faria, Tomás (Universitat Politècnica de Catalunya, 2021-04-28)
      Master thesis
      Open Access
      There is a lot of expectation on how Artificial Intelligence (AI) is going to have an impact on Cybersecurity. From new sophisticated attacks to new ways of defending a system from cybercriminals. A lot of techniques are ...
    • Utilization of data science tools to detect the intention of the user to perform a step with a lower-limb robotic exoskeleton 

      Pérez Gregori, Vicent (Universitat Politècnica de Catalunya, 2021-01-28)
      Master thesis
      Restricted access - confidentiality agreement
    • An On-board Algorithm Implementation on an Embedded GPU: A Space Case Study 

      Rodríguez Ferrandez, Ivan (Universitat Politècnica de Catalunya, 2021-01-22)
      Master thesis
      Open Access
      Covenantee:   Barcelona Supercomputing Center
      On-board processing requirements of future space missions are constantly increasing, calling for new hardware than the traditional ones used in space. Embedded GPUs are an attractive candidate offering both high performance ...
    • Neural network compression 

      Noguera Vall, Ferran (Universitat Politècnica de Catalunya, 2021-01)
      Master thesis
      Open Access
      In recent years, neural networks have grown in popularity, mostly thanks to the advances in the field of high performance computing. Nevertheless, some factors are still limiting the usage of neural networks. In particular, ...
    • Compressed Representation of 3D Models for 3D Printing 

      Ballesteros Brandão, João Hugo (Universitat Politècnica de Catalunya, 2020-06-23)
      Master thesis
      Open Access
      In this work we tackle the issue of large file sizes in disk of volume data representations of 3D models when used for 3D printing purposes. In the pipeline of 3D printing software, the representation, in disk, of the model ...
    • Mitigate Bias Due To The Popularity Effect In Recommendation Algorithms 

      Prat Sicart, Joan (Universitat Politècnica de Catalunya, 2021-01-28)
      Master thesis
      Open Access
      The objective of group recommendations is to provide a ranked set of items, a Top-NG, that contains relevant items for every member of the group. A common approach to achieve this consists on select- ing items the group ...
    • Evaluation of genome alignment workflows on HPC processors 

      Langarita Benítez, Rubén (Universitat Politècnica de Catalunya, 2021-01-22)
      Master thesis
      Open Access
      Precision medicine holds promise for improving healthcare by leveraging genomic information. Due to the steep decrease in genome sequencing costs in recent years, the amount of data to be processed is increasing dramatically, ...
    • Enabling MR experiences on holoLens for power apps native shell 

      Tarot Dominguez, Jean Paul (Universitat Politècnica de Catalunya, 2020-10-29)
      Master thesis
      Restricted access - confidentiality agreement