Master in Artificial Intelligence - MAI
Recent Submissions
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Node-vector-distance calculation in edge-weighted networks
(Universitat Politècnica de Catalunya, 2020-11-12)
Master thesis
Restricted access - author's decision
Covenantee: IT-Universitetet i KøbenhavnWhen 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
(Universitat Politècnica de Catalunya, 2022-01-28)
Master thesis
Restricted access - author's decision
Covenantee: Universitat de Barcelona / Universitat Rovira i VirgiliThe 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
(Universitat Politècnica de Catalunya, 2022-01-25)
Master thesis
Restricted access - author's decision
Covenantee: Universitat de Barcelona / Universitat Rovira i VirgiliOne 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
(Universitat Politècnica de Catalunya, 2022-01-25)
Master thesis
Restricted access - author's decision -
GNN for time-sliced quantum circuit partitioning
(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
(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
(Universitat Politècnica de Catalunya, 2022-01-28)
Master thesis
Open AccessThis 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
(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)
(Universitat Politècnica de Catalunya, 2021-10-29)
Master thesis
Restricted access - author's decisionOftalmological 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
(Universitat Politècnica de Catalunya, 2022-01-25)
Master thesis
Open Access -
Polyphonic music generation using neural networks
(Universitat Politècnica de Catalunya, 2021-10-29)
Master thesis
Restricted access - author's decisionIn 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
(Universitat Politècnica de Catalunya, 2021-06-28)
Master thesis
Open AccessThis 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 ...