Màster universitari en Ciència de Dades (Pla 2021)
Recent Submissions
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Email mining to uncover automation opportunities
(Universitat Politècnica de Catalunya, 2024-07-02)
Master thesis
Open AccessIn the modern working environment, people are overloaded with data. We collect, store, and process vast amounts of information for business, safety, and legal purposes. Managing this information manually is increasingly ... -
Process mining analysis for value added services
(Universitat Politècnica de Catalunya, 2024-05-14)
Master thesis
Restricted access - confidentiality agreement
Covenantee: HP Printing and computingThe main objective of this thesis is to apply advanced process mining techniques to a real case study of an internal revenue recognition process for a type of service offered by HP Printing and Computing Solutions, S.L.U ... -
ML approach to build an NBA model to optimize client engagement
(Universitat Politècnica de Catalunya, 2024-06-28)
Master thesis
Restricted access - confidentiality agreement -
Using ML-based telemetry forecasting for smart scalability on serverless environments
(Universitat Politècnica de Catalunya, 2024-06-25)
Master thesis
Open AccessThe motivation for this work stems from the inefficiencies in resource allocation in serverless systems, which are particularly critical in data-intensive fields such as genomics. Efficient resource management can significantly ... -
Mètriques per a la detecció d'esdeveniments en app reviews
(Universitat Politècnica de Catalunya, 2024-07-02)
Master thesis
Open AccessUser reviews in app stores contain valuable user feedback useful for app developers and stakeholders. However, it is impractical to manually read this high-volume data as popular apps can receive thousands of reviews per ... -
Leveraging spatial data to enrich analytics systems
(Universitat Politècnica de Catalunya, 2024-01-25)
Master thesis
Open AccessAdvancements in technology and data analytics are revolutionising the field of data science in business. These developments are increasing the availability of resources and enhancing interoperability capabilities. Big data ... -
Advanced clustering techniques for customer segmentation in cultural industries
(Universitat Politècnica de Catalunya, 2024-01-25)
Master thesis
Restricted access - confidentiality agreementThe main goal of this thesis is to apply advanced intelligent segmentation techniques into a real case study from the cultural industries in Catalonia to successfully differentiate between types of customers by applying ... -
Efficient finetuning strategies for multilingual neural machine translation
(Universitat Politècnica de Catalunya, 2024-01-25)
Master thesis
Open AccessDriven by the ambition to eliminate language barriers worldwide, Machine Translation has become a central area of interest in today's artificial intelligence research. Despite significant advancements, the concentration ... -
Graph neural networks for relationship extraction from biomedical literature
(Universitat Politècnica de Catalunya, 2024-05-14)
Master thesis
Open AccessGraph Neural Networks (GNNs) have recently emerged as a powerful tool for mining relationships in unstructured data. In the biomedical domain, where text often contains intricate relationships between entities, traditional ... -
Compressing network data with deep learning
(Universitat Politècnica de Catalunya, 2024-01-25)
Master thesis
Open AccessThis thesis delves into the problem of compressing data generated by mobile networks, which are formed by many antennas and IoT devices, that emit huge quantities of measurements. Storing this data is growing more difficult ... -
Circular economy in the process industries: automatic recommendation of process technologies enabling circular integration (CEPI)
(Universitat Politècnica de Catalunya, 2023-10-19)
Master thesis
Open AccessIncreasing circularity in the supply chain of industrial processes has the potential to provide economic and environmental benefits, however it is difficult for manufacturers to understand how their by-products can be used ... -
Towards layer-wise training of deep Kernel networks
(Universitat Politècnica de Catalunya, 2023-10-19)
Master thesis
Open Accessn recent times, there has been a growing interest in integrating kernel methods with neural networks, capitalizing on the expressive capabilities of the former and the generalization strengths of the latter. On of the aims ...
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