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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 83
Issue DateTitleAuthor(s)
1-Sep-2024Automated clinical coding of medical notes into the SNOMED CT Medical terminology structuring systemCantón Simó, Sergi
28-Jun-2024Application of the signature method in time series and financial data streamsVictoria Galindo, Ana
28-Jun-2024Education with language models: analyzing uncertainty estimation techniquesTziakouri, Dafni
30-Jun-2024Analyzing Brand Perception In LLMsSánchez Salazar, Jaime Leonardo
30-Jun-2024Evaluating Large Language Models as computer programming teaching assistantsPol Pujadas, Maria Magdalena
30-Jun-2024Open data based electricity load forecastingÍñiguez Gómez, David
30-Jun-2024Large language models and causal analysis: zero-shot counterfactuals in hate speech perceptionHernández Jiménez, Sergio
30-Jun-2024LLMs for explaining sets of counterfactual examples to final usersFredes Cáceres, Arturo
30-Jun-2024Comparative analysis of open source large language modelsFayos i Pérez, Victor
9-Jul-2024Attention mechanisms in transformers: a new formula with mathematical foundations and enhanced interpretabilityConti, Eddie
30-Jun-2024Graph-based entity resolution and completion for academic knowledge graphsChester, Madison Elizabeth
15-Jun-2024Conformal prediction and beyondCastro Castillo, Gerard
30-Jun-2024The brain coding of multidimensional time seriesAstruc López, Alejandro
Jun-2023Optimizing Product pricing and sales forecasting through advanced data science: a case study at Schneider Electric IberiaSegura i Pons, Jordi
30-Jun-2023Bayesian spatio-temporal analysis of the COVID-19 pandemic in CataloniaSatorra Herbera, Pau
30-Jun-2023Using deep learning techniques in click-through rate prediction focusing on a DeepFM model and a comparative analysis of the volatility of prediction vectors of different modelsO'Hea, JD
30-Jun-2023Using deep learning techniques in click-through rate prediction, focusing on a deep and cross network and an analysis on the use of different hashing bucketsOdding, Celine
30-Jun-2023Unleashing the power of communication: exploring the dynamics of slack channel networks and project successMuse Woldesembet, Eyuel
30-Jun-2023Machine translation evaluation metrics benchmarking: from traditional MT to LLMsLópez Caro, Álvaro
30-Jun-2023Towards equitable deep learning in dermatology: assessing lesion classification fairness across skin tonesKalb López, Thorsten Albert
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 83