Browsing by Contributor "Arias Vicente, Marta"
Now showing items 1-20 of 47
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A benchmark for graph neural networks for computer network modeling
(Universitat Politècnica de Catalunya, 2019-06-27)
Master thesis
Open AccessToday, network operators still lack functional network models able to make accurate predictions of end-to-end Key Performance Indicators (e.g., delay).This thesis introduces the benchmark for computer network modeling using ... -
A comparative study of recommender algorithms for a gastronomic social network
(Universitat Politècnica de Catalunya, 2015-07)
Master thesis
Restricted access - confidentiality agreement -
A study of Deep Learning techniques for sequence-based problems
(Universitat Politècnica de Catalunya, 2021-10)
Master thesis
Restricted access - author's decisionTransformer Networks are a new type of Deep Learning architecture first introduced in 2017. By only applying attention mechanisms, the transformer network can model relations between text sequences that outperformed other ... -
Analysis on distance metrics approaches in graphs and their applications
(Universitat Politècnica de Catalunya, 2019-07-05)
Master thesis
Restricted access - confidentiality agreement -
Análisis de expectativas : Plan de Comunicación de una empresa
(Universitat Politècnica de Catalunya, 2021-04-26)
Bachelor thesis
Restricted access - confidentiality agreement -
Análisis de los factores SEO mediante técnicas de IA
(Universitat Politècnica de Catalunya, 2012-06-29)
Master thesis (pre-Bologna period)
Open AccessEl objetivo general de este proyecto consiste en realizar un estudio que nos permita descubrir aquellos factores que determinan el posicionamiento de páginas web en un buscador y plantearnos si todos ellos tienen la misma ... -
Automatic organizing of user travel items
(Universitat Politècnica de Catalunya, 2020-06-21)
Bachelor thesis
Restricted access - confidentiality agreement -
Bibtex bibliography index maker
(Universitat Politècnica de Catalunya, 2010-06-29)
Master thesis (pre-Bologna period)
Open AccessEn aquest document es presenta una aplicació que facilita la generació automàtica d'índexs bibliogràfics en format BibTeX a partir de col·leccions d'articles científics en PDF. Aquesta és una tasca que han dur a terme les ... -
Construction and analysis of political networks over time via government and me
(Universitat Politècnica de Catalunya, 2015-06-30)
Master thesis
Open AccessIn this work we present a tool that generates real world political networks from user provided lists of politicians and news sites. We use as input a dataset of current Texas politicians and 6 news sites to illustrate the ... -
Creating a model for expected Goals in football using qualitative player information
(Universitat Politècnica de Catalunya, 2020-06-29)
Master thesis
Open AccessThe field of sports analytics has been growing a lot in recent years. Sports like baseball and basketball were among the first to embrace it, but football has also taken big steps in that direction. One of the causes is ... -
Data analysis of socio-economic and financial factors from a public world-wide source
(Universitat Politécnica de Catalunya / Universitat Politècnica de Catalunya, 2020-01-27)
Master thesis
Open AccessMany socio-economic studies are nowadays trying to accomplish a complete description of how the different elements of our society and world are connected. This work is an attempt to build an architecture that provides an ... -
Data engineering for cost reduction, efficiency improvement, and business intelligence for an e-commerce company
(Universitat Politècnica de Catalunya, 2021-06-30)
Bachelor thesis
Restricted access - confidentiality agreement -
Deep learning based Recommender System for an online retailer
(Universitat Politècnica de Catalunya, 2021-10-29)
Master thesis
Restricted access - author's decisionSince Wide and Deep Learning for Recommender Systems appeared in 2016, multiple architecture models have been created around this idea of jointly train a wide and deep neural networks as this architecture allow the model ... -
Diseño e implementación de un sistema de recomendaciones
(Universitat Politècnica de Catalunya, 2014-12-01)
Bachelor thesis
Open Access[CASTELLÀ] En este proyecto se ha desarrollado un sistema de recomendaciones que utiliza un algoritmo que prioriza tanto la precisión como la diversidad de las recomendaciones. Además, el sistema se ha implementado sobre ... -
Disseny i implementació d'un sistema ETL en el context d'una fintech
(Universitat Politècnica de Catalunya, 2020-05-27)
Bachelor thesis
Restricted access - confidentiality agreement -
Eina de visualització de fòrums on-line
(Universitat Politècnica de Catalunya, 2013-06-14)
Master thesis (pre-Bologna period)
Open AccessA aquest projecte es desenvolupa una eina que permet visualitzar els fòrums de Moodle de la mateixa manera que ho fan els investigadors de l'àrea de Psicologia de l'Educació de la Universitat de Barcelona, ajudant a la ... -
Extracting information from images to improve real estate marketplaces' experience
(Universitat Politècnica de Catalunya, 2021-07-02)
Bachelor thesis
Restricted access - confidentiality agreement -
Feature engineering, dimensionality reduction and interpretability through autoencoders for structured data
(Universitat Politècnica de Catalunya, 2021-06-30)
Master thesis
Open AccessMachine Learning is the area of Artificial Intelligence where algorithms learn from data. Therefore, making a good selection of features is essential for the models to perform their tasks in the best possible way. We employ ... -
From training to match performance: an exploratory and predictive analysis on F.C. Barcelona GPS data
(Universitat Politècnica de Catalunya, 2016-10)
Master thesis
Open AccessAn exploratory and predictive analysis on GPS data is presented. Physical performance variables from professional football players are analysed in a holistic approach that involves data exploration, analysis of adaptation ... -
Geospatial search engine
(Universitat Politècnica de Catalunya, 2016-06-22)
Bachelor thesis
Restricted access - confidentiality agreement