Recent Submissions

• Optimización de stocks mediante simulación 

  Girbau Xalabarder, Joaquim (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-11)
  Master thesis
  Restricted access - author's decision

  Se ha realizado un prototipo de simulación de stocks para obtener, de cada producto analizado, el punto de pedido óptimo y la cantidad a comprar óptima cada vez que el stock es menor al punto de pedido. Se ha modelizado ...
• Multi-omics approaches for patient stratification:an application to Inflammatory Bowel Diseases 

  Martínez Mateu, Sergio Hilario (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - author's decision
  Covenantee:   Rheumatology Research Group, Vall d'Hebron Research Institute

  In this project we investigate the application of multi-omics clustering methods for disease subtyping using a real dataset of patients with Inflammatory Bowel Disease (IBD). IBD is a prevalent, heterogeneous, autoimmune ...
• A genome-wide association study of cattle feed efficiency 

  Iranzo Ribera, Eva (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - author's decision

  The goal of this project is to study the relationship between the genotype (SNPs) and phenotype (feed efficiency, FE) of a cow population of size n = 608. In order to achieve this goal, a descriptive analysis of the genetic ...
• Gut microbiota in Inflammatory Bowel Disease 

  Elias Vidal, Andrea (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - author's decision

  Inflammatory bowel disease (IBD) is a chronic disease with periods of active and inactive inflammation that constitutes to an important health problem worldwide. It is divided in two subtypes: Crohn s disease (CD) and ...
• Adherence measures based on clustering of medication intake patterns 

  Prat Vallverdú, Oriol (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - author's decision

  L adherència al tractament és una mesura àmpliament utilitzada en farmacoepidemiologia, una estimacióprecisad aquestaésunanecessitatessencialperalaseguretatdelpacient,aixícomper a l estalvi de costos d assistència sanitària. ...
• A Bayesian implementation for predicting and understanding customers’ purchase behavior 

  Mateu Mateu, Jaume (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - author's decision

  In this project, we implement several Bayesian models of Customer Base Analysis and test them on a real dataset of customer transactions from a wholesales company. Our goal is to predict the amount of purchases that customers ...
• Ampliación de un modelo de Markov para evaluar estrategias de prevención de enfermedades relacionadas con el VPH 

  Berrocal Garmendia, Leire (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-01)
  Master thesis
  Restricted access - author's decision
  Covenantee:   Institut Català d'Oncologia

  Actualmente, el Virus del Papiloma Humano (VPH) es la infección de transmisión sexual más común que existe. La persistencia de este puede provocar distintos cánceres, siendo el más común el cáncer cervical. El objetivo de ...
• Predicting the occupancy of electric vehicles charging stations 

  Pinsach Batet, Ferran (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Restricted access - confidentiality agreement
  Covenantee:   BCAM - Basque Center for Applied Mathematics. Bilbao

  During last few years people observed how the number of fully or partially electric vehicles increased. The main issue of these electric vehicles is that you must find charging points. In this work we focused on predicting ...
• 

  Machine learning techniques for Money Laundering suspicious operations classification 

  Romero Honrubia, Alex (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-10)
  Master thesis
  Open Access

  Money laundering and Financing of Terrorism is the process that converts money illegally obtained, into money apparently obtained from legitimate sources. In the last decades the scope and importance of this crime has ...
• Análisis del efecto competitivo de la mortalidad en un ensayo clínico para el tratamiento de la bacteriemia por Staphylococcus aureus resistente a la Meticilina 

  Reidel, Sara Isabel (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-06)
  Master thesis
  Restricted access - confidentiality agreement
  Covenantee:   Hospital de Bellvitge Prínceps d'Espanya / Institut d'Investigació Biomèdica de Bellvitge

  Mortality rate in methicillin-resistant staphylococcus aureus (MRSA) bacteraemia ranges from 13% to 30%. BACSARM is a randomized, multicenter clinical trial to compare treatment success efficacy of Daptomycin plus Fosfomycin ...
• Sensitivity analysis on multi-echelon inventory model parameters 

  Sanchez, Derek Javier (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-06)
  Master thesis
  Restricted access - confidentiality agreement

  This thesis details the design and implementation of a sensitivity analysis module that runs in unison with a multi-echelon inventory optimization module in order to direct insights about the varying of inventory model ...
• Churn management in agriscience. Client churn in large scale corn seed sales 

  Boixader Tomás, Marcel (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2020-06)
  Master thesis
  Restricted access - author's decision

  This Master's Thesis was done while working in a technological consultancy firm, and it outlines the steps of a real business project. It is a supervised classification problem in which the goal is to predict customer churn ...

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