Màster universitari en Estadística i Investigació Operativa (UPC-UB)

 

Titulació interuniversitària UPC-UB

Recent Submissions

  • Redes neuronales convolucionales, reconocimiento de imágenes y pronósticos financieros 

    Sepulveda Valdivia, Eduardo (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Open Access
    Convolutional Neural Networks (CNN) are best known as good image classifiers. This model is recently been used for financial fore- casting. The purpose of this work is to show that by converting financial information into ...

  • Route analysis and modeling between transport zones based on GPS data 

    Ortega Collado, Moisés (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Open Access
    Traditional traffic simulations rely most of them in fixed sensors, and traditional surveys. However, Global Positioning System (GPS) provides a better way of observing spatial and temporal data and, thus can be used for ...

  • Interdiction optimization approach to forest fuel treatment planning 

    Jiménez Piqueras, Celia (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Restricted access - author's decision
    In this master s thesis, it is presented the problem of mitigating the damage caused in a landscape by a wildfire. Specifically, in the problem, wildfire managers aim to minimize the impact of a worst-case wildfire on the ...

  • Analysis of the economic and policy uncertainty and the stock market Index in China 

    Guo, Minfang (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Restricted access - author's decision
    In this thesis, we study on the one hand, the Economic and Policy Uncertainty (EPU) indexes for China, Hong Kong (region) and the United States; on the other hand, the Stock market indexes in these three markets and their ...

  • El sistema alimentario global : ponderación cuantitativa de las variables del modelo en el entorno de Cataluña 

    Morey Cortès, Francisca (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Open Access
    El presente trabajo constituye la tercera parte de El Sistema Alimentario Global . El objetivo principal es proponer la encuesta como herramienta para optimizar el modelo matemático que se llevó a cabo en las dos fases ...

  • Statistical models for climate change in the bodies of water of the Mediterranean 

    Jiménez Albán, Xavier (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Restricted access - author's decision
    This thesis presents complex statistical models, based on novel methodologies (e.g. machine learning, multivariate time series, robust time series analysis, etc.), that allow predicting different variables and their ...

  • Analysis of calf growth with compositional mixed models 

    Ortuzar Fernández, Iban (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-10)
    Master thesis
    Restricted access - author's decision
    In this master's thesis we combine techniques from the field of Compositional Data Analysis (CoDA) with mixed-effects models to study the relationship between dairy calves' growth and their amino acid compositon in blood, ...

  • Machine Learning Applied to Network Traffic 

    Rodríguez Segado, David (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
    Master thesis
    Restricted access - author's decision
    The appliance of machine learning to TCP/IP traffic flows is not new. However, this projects aims to use it to predict the congestion avoidance algorithm at the first second of a data transference. Being able to recognize ...

  • Capturing the cannibalization effect 

    Suárez Otero, Alejandro (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
    Master thesis
    Restricted access - author's decision
    Cannibalization is defined as the negative effect that one product's sales have on the sales of other products offered by the same rm. In essence, these effects could result with high stock levels on the affected product, ...

  • Evaluación de la linealidad en inmunoensayos 

    Santulario Verdú, Laura (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
    Master thesis
    Restricted access - author's decision
    Covenantee:  Biokit
    Los inmunoensayos cuantitativos deben validar su propiedad de linealidad, es decir, evaluar en qué rango de concentraciones se cumple exactitud y precisión de manera aceptables. Para hacer esta evaluación se usa la recta ...

  • Evaluation of the prognosis of HPV negative but p16 positive oropharyngeal cancer patients in an international collaborative study (EPIC-OPC). 

    Sferle, Sorina (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
    Master thesis
    Restricted access - author's decision
    Covenantee:  Institut Català d'Oncologia
    Some studies have reported that the outcome of the patients with HPV positive and p16 negative is significantly worse than the outcomes of patients who are HPV positive and p16 positive. The aim of this study is to increase ...

  • La regressió quantílica per a les mesures de risc 

    Pitarque Méndez, Albert (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
    Master thesis
    Open Access
    La regressió quantílica és una eina que serveix per ajustar models per explicar una variable resposta amb diversos tipus de dades. Aquesta eina és poc coneguda degut a la gran importància d altres tècniques d ajust com la ...

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