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Màster Oficial - Fonaments de la Ciència de Dades Collection home page

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 96
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Issue DateTitleAuthor(s)
30-Jun-2025Augmenting phenotype prediction models leveraging a genomic Large Language ModelZavou, Georgia
30-Jun-2025Pocket-Aware Molecular Generation Through Learned Protein RepresentationsValverde Sánchez, Claudia
30-Jun-2025Application of One Class Models for Financial Risk ClassificationRey Davila, Ana
30-Jun-2025Forecasting Urban Traffic Patterns in London Using Hybrid AI TechniquesLambrou, Theodoros
30-Jun-2025Regularization-Based Machine UnlearningJutglar Puig, Arnau
30-Jun-2025Exploring Academic Relationships with UMAP: Dimensionality Reduction and Visualization of Topics and Authors in OpenAlexGarcía Romo, Alba
30-Jun-2025Evaluating Tool-Augmented ReAct Language AgentsEguzkitza Zalakain, Jokin
30-Jun-2025Enhancing Few-Shot Learning with Large Language ModelsDiéguez Vilà, Joel
30-Jun-2025Classification of Honeypot Data Using the MITRE FrameworkCamps i Regàs, Hug
17-Jun-2025Explaining word interactions using integrated directional gradientsBallestero Ribó, Marc
17-Jan-2025Using clinical data for breast cancer risk prediction and follow-upHernández Antón, Sergio
17-Jan-2025Time-Varying Topological Descriptors for Cardiac Disease DiagnosisFerreras Alegre, Jon
17-Jan-2025LLM Adaptation Techniques. Evaluating RAG StrategiesCastanyer Bibiloni, Francesc Josep
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
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 96
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Recent Submissions

Augmenting phenotype prediction models leveraging a genomic Large Language Model

Pocket-Aware Molecular Generation Through Learned Protein Representations

Application of One Class Models for Financial Risk Classification

Forecasting Urban Traffic Patterns in London Using Hybrid AI Techniques

Regularization-Based Machine Unlearning

 

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