Recent Submissions

• Node-vector-distance calculation in edge-weighted networks 

  Carbonell Llobet, Jan (Universitat Politècnica de Catalunya, 2020-11-12)
  Master thesis
  Restricted access - author's decision
  Covenantee:   IT-Universitetet i København

  When the CoVid pandemic erupted in China, as serious and infectious as it proved to be, most people around the world did not consider it an emergency because they perceived China as being "far away" from them and thus, not ...
• Exploring alternatives to policy search 

  Güemes Palau, Carlos (Universitat Politècnica de Catalunya, 2022-01-28)
  Master thesis
  Restricted access - author's decision
  Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili

  The field of Reinforcement Learning (RL) has been receiving much attention during the last few years as a new paradigm to solve complex problems. However, one of the main issues with the current state of the art is their ...
• Optimal power flow for HVDC hybrid power systems with graph neural networks 

  Yeregui Unanue, Josu (Universitat Politècnica de Catalunya, 2022-01-25)
  Master thesis
  Restricted access - author's decision
  Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili

  One of the most relevant challenges with the distribution of electric power in power grids is to minimize power distribution losses that appear mostly in the form of heat due to the resistance of the cables. This problem ...
• Molecule generation with GANs 

  Soutullo Rendo, Alberto (Universitat Politècnica de Catalunya, 2022-01-25)
  Master thesis
  Restricted access - author's decision
• GNN for time-sliced quantum circuit partitioning 

  Yu Xia, Ruizhe (Universitat Politècnica de Catalunya, 2022-01-25)
  Master thesis
  Restricted access - author's decision
• Alternative navigation system for autonomous vehicles using AI in case of GNSS signal loss 

  Ayats Marsal, Pere (Universitat Politècnica de Catalunya, 2020-02-10)
  Master thesis
  Restricted access - author's decision
  Covenantee:   Budapesti Műszaki és Gazdaságtudományi Egyetem
• 

  A cloud driven dynamic pricing system for retail companies 

  Galán Montero, José Juan (Universitat Politècnica de Catalunya, 2022-01-28)
  Master thesis
  Open Access

  This project develops a dynamic pricing framework over a cloud based architecture, being scalable and highly configurable, considering the great cardinality of the solution in terms of the analytic models to build and ...
• Information extraction with mBERT from a self annotated dataset 

  Ros Martí, Marc (Universitat Politècnica de Catalunya, 2022-01-28)
  Master thesis
  Restricted access - author's decision
• Prediction of Diabetic Retinopathy (DR), DR progression and relationship with clinical data using Optical Coherence Tomography Angiography (OCTA) 

  Rathert, Ann Christin (Universitat Politècnica de Catalunya, 2021-10-29)
  Master thesis
  Restricted access - author's decision

  Oftalmological images have shown promising results in diagnostic imaging in recent years. In this work, 2D OCTA cuts as well as 3D OCTA images and the radiomic features extracted therefrom will be analyzed using machine ...
• 

  Study and training of deep learning models for scene graph generation from non-static environments 

  Rosales Santana, Kevin David (Universitat Politècnica de Catalunya, 2022-01-25)
  Master thesis
  Open Access
• Polyphonic music generation using neural networks 

  Loyola, Federico (Universitat Politècnica de Catalunya, 2021-10-29)
  Master thesis
  Restricted access - author's decision

  In this project, the application of generative models for polyphonic music generation is investigated. Polyphonic music generation falls into the field of algorithmic composition, which is a field that aims to develop ...
• 

  Factors associated to mortality in patients of the first wave infected by COVID-19 in Spain 

  Barroso Isidoro, Marta (Universitat Politècnica de Catalunya, 2021-06-28)
  Master thesis
  Open Access

  This project aims to carrying out an in-depth, retrospective and multicen-ter analysis on the distribution, correlations, missing values and survival of covid-infected patients in Spain. Artificial intelligence (AI) has ...

View more