Master in Innovation and Research in Informatics - MIRI
Recent Submissions
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Wav2Pix Enhancement and evaluation of a speech-conditioned image generator
(Universitat Politècnica de Catalunya, 2019-01)
Master thesis
Restricted access - confidentiality agreementWe 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
(Universitat Politècnica de Catalunya, 2019-01-30)
Master thesis
Open AccessDense 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
(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
(Universitat Politècnica de Catalunya, 2019-01-15)
Master thesis
Open AccessTraffic 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
(Universitat Politècnica de Catalunya, 2019-01)
Master thesis
Open AccessAutomatically 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
(Universitat Politècnica de Catalunya, 2019-01-19)
Master thesis
Open AccessThe 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
(Universitat Politècnica de Catalunya, 2019-01-21)
Master thesis
Open AccessWe 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
(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
(Universitat Politècnica de Catalunya, 2019-01-29)
Master thesis
Open Access
Covenantee: Università degli Studi di MilanoThe 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
(Universitat Politècnica de Catalunya, 2019-01)
Master thesis
Open Access
Covenantee: Orange / Ecole d’Ingénieurs d’Informatique et Système d’Information en SantéThis 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
(Universitat Politècnica de Catalunya, 2019-01-29)
Master thesis
Open Access
Covenantee: Hydrometeorological Innovative SolutionsA4CAT 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
(Universitat Politècnica de Catalunya, 2018-02)
Master thesis
Open AccessA 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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