• Meta-Research 2018

  Hernández Leo, Davinia; Michos, Konstantinos (2018-12)

  This document collects a selection of papers written by master’s students in the context of the “Research Methods” course common to the Master’s Programmes in Sound and Music Computing, Intelligent and Interactive Systems, ...
• How are decisions made in decidim.barcelona?

  Solà, Jaume (2018-07)

  Decidim Barcelona is the citizen engagement platform that Barcelona’s city hall put in motion on February 2016. One of its first processes has been the development of the "Plà d’Actuació Municipal" (PAM) which has led ...
• Aiding the platform of decidim.barcelona: clustering of proposals

  González, Esther (2018-09)

  Decidim Barcelona is an online participatory-democracy platform that boosts citizens participation to draw The Municipality Plan. A key step to build this plan is the selection of the proposals that will be included. ...
• Policy gradient methods on a multi-agent game with Kullback-Leibler costs

  Requena Pozo, Borja (2018-07)

  In nature we find all kinds of multi-agent systems sustained upon cooperative behaviours. In this work, we study multi-agent systems by means of the Stag-Hunt game, which presents a conflict between mutual benefit and ...
• Cooperation is the rule, not the exception: reinforcement learning in the Battle of the Sexes

  Puig Camps, Bernat (2018-09)

  Society is highly influenced by conventions, which are a form of cooperation. In many situations, individuals act together for the benefit of the group. This phenomenon is easy to understand when all individuals share ...
• Automatic concept extraction from biomedical material

  Marin, Albert (2018-07)

  Natural Language Processing is a vibrant field of computer science that provides computers with the ability of understanding human language. In the field of medical data, there is a demanding need to lower the amount of ...
• Feature selection from large-scale radiomics data: Application to heart disease diagnosis

  Izquierdo Morcillo, Cristian (2018-09)

  Radiomics have become in the past years one of the most interesting fields to be studied and analyzed in medicine. Since their first implementations, researchers have been trying to design new algorithms to develop this ...
• Combining radiomics and disease state index for interactive patient space visualization

  Martín Isla, Carlos (2018-09)

  With the increasing number of data routinely acquired in clinical practice, a great variety of predictive models for automated medical diagnosis based on quantitative feature extraction are being implemented. Domain ...
• Information extraction from user-generated content in the classical music domain

  Porcaro, Lorenzo (2018-09)

  The applications of Information Extraction (IE) on User-generated Content (UGC) have widely benefited from the emergence of microblogging services in the last decade. In particular, Twitter has been at the center of ...
• Early detection of eating disorders in reddit

  Mayans Yern, Marc (2018-07)

  This thesis proposes an approach for the early detection of Anorexia Nervosa (AN) on social media. Our method is based on machine learning techniques using the processed texts written by social media users. This method ...
• Estudi de l’acústica i proposta d’actuació al pavelló municipal d’esports de Gironella

  Ayala Rotxés, Roger (2018-10-04)

  Gironella, vila del Berguedà de poc menys de 5.000 habitants, disposa d’un pavelló esportiu inaugurat l’any 1992, amb pista de parquet de fusta. Amb el present treball, es vol veure la possibilitat d’adequar l’acústica ...
• Boosting image captioning with an attentional mechanism = Boosting image captioning using diverse beam search

  Benedicto Serrano, Javier (2018-09-28)

  The task of automatically generating captions for arbitrary digital images involves both Computer Vision and Natural Language Processing. Popular approaches tackle the challenge by implementing neural networks based on ...
• Creació d’un entorn tecnològic destinat al càlcul de resultats de recerca mitjançant orquestració al núvol

  Moral Lleó, Albert (2018-09-28)

  Actualment, a l’hora de realitzar la predicció de l’èxit o fracàs d’una intervenció quirúrgica els doctors obren un canal de comunicació amb els investigadors del grup de recerca SIMBIOSYS dins la Universitat Pompeu Fabra. ...
• Improving user association in high-density WLANs using machine learning

  Carrascosa Zamacois, Marc (2018-09-25)

  When deploying a Wi-Fi network, it is common to have the coverage area of multiple Access Points (APs) overlapping as to ensure that no area is left without service. This and the ever increasing amount of wireless devices ...
• Application to simplify the extraction of data from Twitter

  García Gracia, María Cristina (2018-09-25)

  Given the relevance of social networks today in this end-of-grade project, the Twitter API has been studied in order to develop a desktop application that allows to collect tweets through a search engine; the application, ...
• Desenvolupament d’un sistema d’optimització i publicació automàtica de campanyes de màrqueting en xarxes socials utilitzant algorismes intel·ligents

  Torrelles Pelegrí, Marc (2018-09-25)

  El treball consisteix en el procés de desenvolupament d’un sistema automàtic i intel·ligent capaç de crear i publicar campanyes de màrqueting en xarxes socials. S’estudien diverses tècniques de machine learning i mètodes ...
• Lip-reading visual passwords for user authentication

  Catalán Rabaneda, Paula (2018-09-21)

  The important role that technologies have in our day-to-day life makes us aware that security is in the spotlight. Biometric-based authentication methods provide a safer alternative to traditional PIN passwords since ...
• Arquitectura de clasificación automática de géneros musicales basada en el modelo SIMCA

  Campayo Rodriguez, David (2018-09-21)

  En este proyecto, se presenta una nueva arquitectura de datos para la clasificación automática de géneros musicales basada en contenido aplicando el modelo Soft Independent Modelling Of Class Analogies (SIMCA). En concreto, ...
• Sistema de recuperació d’informació de MOOCs per a una aplicació web de disseny de cursos

  Butera Castelo, Rodrigo (2018-09-21)

  En aquest projecte reprendrem la integració de cursos en línia (MOOC) a l’apli-cació de planificació de cursos per professors edCrumble. El nostre punt de partida és un treball de fi de grau anterior, la solució del qual ...
• Estudio grafológico de escrituras utilizando algoritmos de machine learning

  Bachs Pérez, Meritxell (2018-09-21)

  La grafología es la pseudociencia que estudia la psicología de las personas a través del análisis de su escritura. La intención de este proyecto es, entonces, crear un automatismo que ayude a realizar un análisis como ...

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