Now showing items 1-20 of 40

    • A study of neural behavioral differences among CNN architectures 

      Gimenez Abalos, Victor (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Open Access
      La extracción de activaciones neuronales de una red neuronal convolucional permite reutilizar representaciones internas de un modelo pre-entrenado para resolver problemas nuevos, incluso no relacionados con el problema ...
    • An analysis of word embedding spaces and regularities 

      Gijón Agudo, Manuel (Universitat Politècnica de Catalunya, 2019-07)
      Master thesis
      Open Access
      Word embeddings are widely use in several applications due to their ability to capture semantic relationships between words as relations between vectors in high dimensional spaces. One of the main problems to obtain the ...
    • Analysis and applications of explainable AI methods 

      González Mallo, Marta (Universitat Politècnica de Catalunya, 2020-04)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
      This thesis is focused on exploring explainable AI algorithms and in particular Layer-Wise Relevance Propagation (LRP). We explore different LRP rules and analyze the values inside the network to understand the saliency ...
    • Analyzing and Visualizing UPC Research Capital 

      Corrales Rovira, Xavier (Universitat Politècnica de Catalunya, 2014-07-01)
      Master thesis (pre-Bologna period)
      Restricted access - confidentiality agreement
    • Aplicació Android basada en Cloud per a la rehabilitació domiciliaria de pacients amb Afasia 

      Martori López, Eric (Universitat Politècnica de Catalunya, 2014-12-02)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • Artificial Intelligence techniques to support cognitive rehabilitation 

      Hoeksma, Sara (Universitat Politècnica de Catalunya, 2018-06)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili / Institut d'Investigació en Intel·ligència Artificial
      In recent years, the Guttmann Institute has incorporated an intelligent assistant as a predicted and personalized decision support system (PPDSS). This PPDSS helps plan rehabilitation sessions for patients suffering from ...
    • Automatic demarcation for videofluoroscopy swallowing study 

      Lizana García, Matias (Universitat Politècnica de Catalunya, 2012-09-05)
      Master thesis
      Open Access
      Videofluoroscopy tests are designed to analyze the swallowing response of the patient. Lot of patients die due to swallowing disorders, and physicians want to analyze this procedure to detect this swallowing problems. ...
    • CLUSDM: a multiple criteria decision making method for heterogeneous data sets 

      Valls, Aïda (Universitat Politècnica de Catalunya, 2002-12-13)
      Doctoral thesis
      Open Access
      Aquesta tesi presenta una nova metodologia per resoldre problemes de presa de decisions. Hem<br/>estudiat els casos en què cal considerar més d'un criteri. Aquests tipus de mètodes de decisió es<br/>coneixen com MCDM ...
    • Deep learning architectures applied to wind time series multi-step forecasting 

      Manero Font, Jaume (Universitat Politècnica de Catalunya, 2020-07-14)
      Doctoral thesis
      Open Access
      Forecasting is a critical task for the integration of wind-generated energy into electricity grids. Numerical weather models applied to wind prediction, work with grid sizes too large to reproduce all the local features ...
    • Desenvolupament i adaptació d'un mòdul mèdic ERP basat en software lliure per entorns geriàtrics 

      Badosa Gonzalez, David (Universitat Politècnica de Catalunya, 2015-04-20)
      Bachelor thesis
      Open Access
      En aquest projecte hem realitzat un mòdul per l'ERP de software lliure TRYTON. Hem utilitzat com a base el mòdul GNU Health. El projecte està format per un seguit de proves mèdiques que ens proporcionen informació sobre ...
    • Detecting malicious profiles in Twitter 

      Díaz, Vicente (Universitat Politècnica de Catalunya, 2012-09-13)
      Master thesis
      Open Access
      The popularity of Social Networks during the last years has caught the attention of cybercriminals for the distribution of Spam and malicious contents. In order to do that, they create fake ...
    • Diseño e implementación de una plataforma multimedia con servidor streaming para el fomento de la donación de órganos 

      Mena Fernandez, Carlos (Universitat Politècnica de Catalunya, 2007-01-15)
      Master thesis (pre-Bologna period)
      Open Access
    • The effectiveness of knowledge and technology transfer through university-business collaboration in science parks 

      Olvera, Caludia (Universitat Politècnica de Catalunya, 2019-09-17)
      Doctoral thesis
      Open Access
      Science and Technology Parks (STPs) facilitate the flow of knowledge and technology among universities; R&D institutions; companies and markets, and foster the creation and growth of innovation-based companies. Among the ...
    • EPSILoN: Environmental Problem Solving Interface Logic Non-monotonic 

      Garcia Gasulla, Dario (Universitat Politècnica de Catalunya, 2011-09-05)
      Master thesis
      Open Access
      English: The goal of this thesis is to study the viability of an IDSS based on a LFAC. At the end, we intend to develop a complete IDSS application based on a LFAC which implements a real domain and which can be put to ...
    • Exploring techniques to train large images using Deep Learning 

      Garcia Romero, Lluís (Universitat Politécnica de Catalunya, 2019-12)
      Bachelor thesis
      Open Access
      In this project, we present two new problems to solve and our approaches to achieve it, using the MET Museum images dataset. We are facing a classification problem, predicting the original culture of each image, and a ...
    • Glyph 

      Berns, Sebastian (Universitat Politècnica de Catalunya, 2018-10)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'Enginyeria
      In this work, I propose a typographic style transfer methodology, based on a custom trained convolutional neural network, with the intention to generate the unobserved characters of a digital typeface in the corresponding ...
    • Grounding semantics in robots for Visual Question Answering 

      Wahle, Björn (Universitat Politècnica de Catalunya, 2019-07-01)
      Master thesis
      Open Access
      Covenantee:   Universitat Pompeu Fabra
      In this thesis I describe an operational implementation of an object detection and description system that incorporates in an end-to-end Visual Question Answering system and evaluated it on two visual question answering ...
    • Inferring Best Strategies from the Aggregation of Information from Multiple Agents: The Cultural Approach 

      Almirall, Esteve (Universitat Politècnica de Catalunya, 2010-06)
      Master thesis
      Open Access
      Although learning in MAS is described as a collective experience, most of the times its modeling draws solely or mostly on the results of the interaction between the agents. This abruptly contrasts with our everyday ...
    • InnoJam: A Web 2.0 discussion platform featuring a recommender system 

      Sonsona Villalobos, Miquel (Universitat Politècnica de Catalunya, 2010-01)
      Master thesis
      Open Access
      In this Master Thesis we have designed, implemented and evaluated a Web 2.0 platform for massive online-discussion, inspired by Innovation Jams. Innovation Jams, the original initiative from IBM, has proven to be successful ...
    • Innovació i exportació del programa administratiu de l’organització “Centre de Vida Independent” 

      Bars Barba, Miquel (Universitat Politècnica de Catalunya, 2020-04-29)
      Bachelor thesis
      Restricted access - confidentiality agreement