Final Master Project

In most cases, the Master’s Project is carried out individually by a single student. However, group projects may also be considered. In such cases, the expected workload should be proportional to the number of participants, with each student contributing approximately 300 hours. Students can either select a project from the list of suggested topics or propose their own project idea.

More information:

Calendar (Jan 2025):

Tribunal Room Date
 President Secretari Vocal Suplent Student Supervisor 1 Supervisor 2 Definitive Master’s Project title
1 T2 25/06/2025 – 15:30 Jordi Vitrià Laura Igual Eloi Puertas Mireia Ribera Marc Ballestero Ribó Daniel Ortiz Martínez Explaining Word Interactions using Integrated Directional Gradients
2 T2 15/7/2025 – 15:00 Petia Radeva Julio Cezar Silveira Jacques-Junior Mireia Ribera Laura Igual Ana Rey Davila Oriol Pujol Vila Application of One-Class Models for Financial Risk Classification
2 T2 15/7/2025 – 15:40 Petia Radeva Julio Cezar Silveira Jacques-Junior Mireia Ribera Laura Igual Jokin Eguzkitza Zalakain Laura Igual Evaluating Tool-Augmented ReAct Language Agents
2 T2 15/7/2025 – 16:20 Petia Radeva Julio Cezar Silveira Jacques-Junior Mireia Ribera Laura Igual Ilaria Curzi Javier Solana Sanchez Laura Igual Patient Profiling and Task Assignment in Neuropsychological Rehabilitation: A Data-Driven Analysis of GNPT’s Decision Support System
2 T2 15/7/2025 – 17:00 Petia Radeva Julio Cezar Silveira Jacques-Junior Mireia Ribera Laura Igual Clàudia Valverde Sanchez Laura Igual Alexis Molina Pocket-Aware Molecular Generation Through Learned Protein Representations
3 T2 4/7/2025 – 10:30h Laura Igual Oliver Díaz Sergio Escalera Enrique Mora Theodoros Lambrou Jordi Vitria Forecasting Urban Traffic Patterns in London Using Hybrid AI Techniques
3 T2 4/7/2025 – 11:10h Laura Igual Oliver Díaz Sergio Escalera Enrique Mora Joel Diéguez Vilà Petia Radeva Javier Rodenas Cumplido Enhancing Few-Shot Learning with Large Language Models
3 T2 4/7/2025 -11:50h Laura Igual Oliver Díaz Sergio Escalera Enrique Mora Hug Camps i Regàs Ana Blanco Lara Eloi Puertas i Prats Honeypot data classifications into the MITRE framework
3 T2 4/7/2025 – 12:30h Laura Igual Oliver Díaz Sergio Escalera Enrique Mora Georgia Zavou Jordi Abante Llenas Jordi Vitrià Augmenting phenotype prediction models leveraging a genomic Large Language Model
4 B3 4/7/2025 – 10h Jordi Vitrià Eloi Puertas Daniel Ortiz Ignasi Cos Alexandru Ioan Oarga Hategan Yilun Du Sergio Escalera Guerrero Generalization beyond Training: Reasoning as Energy-Based Optimization
4 B3 4/7/2025 – 10:40h Jordi Vitrià Eloi Puertas Daniel Ortiz Ignasi Cos Marcel Canals Codina Enrique Mora Ayala Machine Learning Interpretability: A Study of Local Agnostic Methods and Causal Insights
4 B3 4/7/2025 – 11:20h Jordi Vitrià Eloi Puertas Daniel Ortiz Ignasi Cos Alba Garcia Romo Dimitri Marinelli Albert Diaz Guilera Exploring Academic Relationships with UMAP: Dimensionality Reduction and Visualization of Topics and Authors in OpenAlex
4 B3 4/7/2025 – 12h Jordi Vitrià Eloi Puertas Daniel Ortiz Ignasi Cos Alana Zoloeva Santiago Seguí Mesquida Evaluating and Refining Recommendation Quality: A Case Study of the RecSys Challenge 2024 Winner
5 T1 8/7/2025 – 10:00 Oriol Pujol Santi Seguí Xavier Baró Eloi Puertas Lukas Tornow Nahuel Statuto Perez Quantum Machine Learning for Probabilistic Modeling of Chaotic Time Series: A Quantum Bayesian Network Approach to Stock Market Forecasting
5 T1 8/7/2025 – 10:40 Oriol Pujol Santi Seguí Xavier Baró Eloi Puertas Arnau Jutglar Puig Nahuel Statuto Perez Julio Cezar Silveira Jacques-Junior Regularization-based machine unlearning
5 T1 8/7/2025 – 11:20 Oriol Pujol Santi Seguí Xavier Baró Eloi Puertas Joshua Tapper Ignasi Cos Aguilera Semantic Decoding of Neural Data Series
5 T1 8/7/2025 – 12:00 Oriol Pujol Santi Seguí Xavier Baró Eloi Puertas Luca Eric Di Croce Ignasi Cos Aguilera How the brain moves: Understanding motion-based brain states using deep learning techniques