Recent Submissions

  • Wav2Pix Enhancement and evaluation of a speech-conditioned image generator 

    Tubau Pires, Miquel (Universitat Politècnica de Catalunya, 2019-01)
    Master thesis
    Restricted access - confidentiality agreement
    We propose the enhancement and evaluation of a deep neural network that is trained from scratch in an end-to-end fashion, generating a face directly from the raw speech waveform without any additional identity information ...
  • Multivariate statistical analysis of urban environments applied to New York City 

    Bhihe, Cedric K. (Universitat Politècnica de Catalunya, 2019-01-30)
    Master thesis
    Open Access
    Dense smart cities are complex environments, characterized by a heterogeneous set of co-varying signals, which constitute urban semantics. We conduct a multivariate analysis to visualize hidden data structure, and propose ...
  • An architectural journey into RISC architectures for HPC workloads 

    Xu Lin, Ying Hao (Universitat Politècnica de Catalunya, 2019-01-28)
    Master thesis
    Open Access
    Covenantee:  Barcelona Supercomputing Centre (BSC)
    The thesis evaluates the current state-of-the-art of RISC architectures in HPC. Studying the performance, power, and energy to solution in heterogeneous SoCs. For the evaluation 2 arm platforms (CPU+GPU, CPU+FPGA), 1 RISC-V ...
  • Traffic forecasting in smart cities 

    Vázquez Giménez, Juan José (Universitat Politècnica de Catalunya, 2019-01-15)
    Master thesis
    Open Access
    Traffic forecasting plays a key role in mitigating traffic congestion in urban areas. The main objective of this master thesis is to perform traffic forecasting in urban contexts by developing machine learning models trained ...
  • Automatically extracting relations between clinical findingand treatment from clinical texts 

    Dou, Yunxuan (Universitat Politècnica de Catalunya, 2019-01)
    Master thesis
    Open Access
    Automatically extracted the relations between the clinical findings and treatments in EMRs. It is a process of detecting and classifying the semantic relation between entities in medical texts. We built a supervised SVM ...
  • Predicting financial distress through machine learning 

    Ibraimova, Malika (Universitat Politècnica de Catalunya, 2019-01-19)
    Master thesis
    Open Access
    The main question which will be raised in this thesis is - whether we can predict future financial distress of a company based on the changes in historical financial results using different machine learning techniques.
  • Development of crowd simulation models using unity for immerssive VR applications 

    Nicás Miquel, Alicia (Universitat Politècnica de Catalunya, 2019-01-21)
    Master thesis
    Open Access
    We develop a virtual reality application that simulates a lecture-type talk in a crowded room and an emergency evacuation taking place in it. We perform an experiment where we immerse five participants in our application, ...
  • Enhanced scheduling techniques through lightweight monitoring for OmpSs-2 

    Navarro Muñoz, Antoni (Universitat Politècnica de Catalunya, 2019-01-28)
    Master thesis
    Open Access
    Covenantee:  Barcelona Supercomputing Centre (BSC)
    Manually tuning applications to achieve optimal configurations prevails as the default technique. This raises issues, since these configurations depend on many aspects. To solve them, we propose extending runtimes with ...
  • Design and development of an interactive visualization tools for molecular dynamics simulation data 

    Garbin, Giacomo (Universitat Politècnica de Catalunya, 2019-01-29)
    Master thesis
    Open Access
    Covenantee:  Università degli Studi di Milano
    The research on molecular dynamics produces thousands of datasets pertaining the behavior of molecular compounds. The work aims to be a contribution toward the identification of effective ways to visualize the outcome of ...
  • Optimization of the search engine ElasticSearch 

    Coviaux, Quentin (Universitat Politècnica de Catalunya, 2019-01)
    Master thesis
    Open Access
    Covenantee:  Orange / Ecole d’Ingénieurs d’Informatique et Système d’Information en Santé
    This thesis will present the work done in the Search on Demand team at Orange. It will present the optimization of the search engine Elasticsearch, the ways to bring data into it with the mean of an ETL and how relevance ...
  • A4CAT, a plataform for weather-related risk events management 

    Boota, Adnan (Universitat Politècnica de Catalunya, 2019-01-29)
    Master thesis
    Open Access
    Covenantee:  Hydrometeorological Innovative Solutions
    A4CAT processes real time observations from different networks (sensors, weather radars etc). This advanced decision support system aims to improve the management of extreme weather events, and covers floods, droughts, ...
  • A new mapping algorithm for systolic array based IP Lookup architectures 

    Yalinkaya, Serhat (Universitat Politècnica de Catalunya, 2018-02)
    Master thesis
    Open Access
    A new mapping algorithm is proposed for SRAM based systolic array design. The new mapping algorithm provides more balance in memory distribution which results in less memory requirement while throughput is either improved ...

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