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Treballs finals del Màster de Fonaments de Ciència de Dades de la Facultat de Matemàtiques i Informàtica de la Universitat de Barcelona

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 51
Issue DateTitleAuthor(s)
15-Jan-2023Applying AutoML techniques in drug discovery: systematic modelling of antimicrobial drug activity on a wide spectrum of pathogensTorre García, Marcos de la
15-Jan-2023Sampling methods for activation correlation graphs to predict neural network generalization using topological data analysisCarpay, Otis
18-Jan-2021Simulation of physical systems with variants of the Interaction NetworkCórdoba Meneses, Alfons
18-Jan-2021Deep learning to count fish in sonar imagesTarling, Penny
2-Sep-2021Measuring domain shift effect for deep learning in mammographyZhu, Ling
30-Jun-2021SSSGAN:Satellite Style and Structure Generative Adversarial NetworksTylson Baixauli, Emilio
7-Sep-2021Detecting incipient cognitive dysfunction in Preclinical Alzheimer’s Disease subjectsTrimble, Rachel Mary
1-Jul-2021Validation on real data of an extended embryo-uterine probabilistic graphical model for embryo selectionTorres Martín, Adrián
18-Jan-2021Demand forecasting in pharmaceutical supply chains: Novo Nordisk case studyTonelli, Mattia
2-Sep-2021Machine learning copies as a means for black box model evaluationRovira Esteva, Muriel
2-Sep-2021Accuracy comparison between Sparse Autoregressive and XGBoost models for high-dimensional product sales forecastingRas Jiménez, Blai
30-Jun-2021Facing the Label-Switching problem when using generic inference platforms for crowd annotation modelsPadrós Zamora, Àlex
1-Jul-2021Twitter engagement model for RecSys Challenge 2021Moreno Blanco, Marcos; Torralba Agell, Adrià
1-Jul-2021Deep learning for content-based indexing of TV programsLucas Castellano, Aitor; Rabella Gras, Noel
18-Jan-2021Identification of negative keywords in search marketing with embedding layers and neural networksLoris, David
1-Jul-2021A restaurant recommender system for a new-born app-based gastronomic guideGranatiero, Pablo
2-Sep-2021Predicting venous thromboembolic events in patients with cancer using a new machine learning paradigmÁlvarez Cabrera, Pedro
31-Aug-2020Apply Machine Learning in the Company to Predict the Quality of Sales LeadsSolé Casaramona, Jordi
29-Jun-2020Reservoir computing for learning the underlying dynamics of sequential data pointsSánchez Font, Núria
1-Jul-2020Attention Guided Image-to-Image translation of Food Images Using GANsMladenova, Mariya; Tonchev, Petar
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 51