MSc Thesis

Comparative Evaluation of Imputation Strategies for Missing Data and Their Influence on Machine Learning Models in Marketing Analytics. An Application to the Pharmaceutical Sector. Master Degree in Data Science. University of Girona, June 2025. Co-supervisor: Albert Pla (Sanofi).
OKSANA KLYMENKO

Application of case-based reasoning algorithms for the treatment of ADHD.(In Catalan, Confidential). Master Degree in Data Science. University of Girona, June 2025.
MARC SERRANO

Predicting Psychiatric Transitions: A machine learning approach using nationwide Danish registers. Inter-university (international) Master Degree in Health Data Science, UdG, URV, UGA, UPC, UB, UAB, UdL, UVic, Bioinformatics Barcelona, eitHealth-EU, June 2025. Supervisor: Dr. Liselotte Vogdrup Petersen (Aarhus Univeristy). Tutor.
JULIA SALAS

Multi-criteria decision making for ADHD treatment recommendations. Inter-university (international) Master Degree in Health Data Science, UdG, URV, UGA, UPC, UB, UAB, UdL, UVic, Bioinformatics Barcelona, eitHealth-EU, June 2025. Supervisors: Oscar Raya, Xavier Castells. Tutor.
BEATRIZ MARTINEZ

Targeted-CNV-Learner: A Machine Learning Framework for CNV Detection in Targeted Sequencing. Master Degree in Data Science. University of Girona, September, 2024. Co-supervisor: Bernat del Olmo Cabestré (ICS).
ORIOL CANAL PUJOL

Study of the application of semi-supervised learning in the prediction of epileptic seizures.(In Catalan, Confidential)). Master Degree in Data Science. University of Girona, September, 2024. Tutor.
IRENE CALDERÓN POCH

Longitudinal analyses of childhood obesity factors. (Confidential). Master Degree in Biomedical Data Science. UdG,URV, UPC, UB, UAB, UdL, UVic, Bioinformatics Barcelona. September, 2024. Co-supervisor: Judit Bassols (IdIBGi).
ZSÓFIA PRÁGER

Importance of EEG frontal channels for classification of Alzheimer’s and Dementia with BCI devices. (Confidential). Master Degree in Data Science. University of Girona, February, 2024. Co-supervisor: Bianca Innocenti.
ELMO SOBIEDD CHÁVEZ MONTALVÁN

Analysis of Influencing Factors on Personal Happiness: a Machine Learning Approach Using Multidimensional Data. Master Degree in Data Science. University of Girona, 2023. Co-supervisor: Núria Fornalés (Drissa Foundation).(In Spanish)
FRANCESC XAVIER REVERTE

Longitudinal analysis of patterns and sequential rules with childhood obesity data from IDIBGI. Master Degree in Data Science. University of Girona, 2023. Co-supervisor: Judit Bassols (Girona Biomedical Research Institute).(In Catalan, Confidential.)
DAVID GALERA

Human stress detection using EEG signals. Master Degree in Data Science. University of Girona, 2022. Co-supervisor: Raquel Martínez (University of the Basque Country, EHU, Spain).
JONAH FERNÁNDEZ

Study of the nocebo effect in patients with ADHD. Universitat de Girona, 2021. Co-supervisor: Xavier Castells.(In Catalan, Confidential)
MIREIA PORTA

Development and implementation of an optimization system to select the most appropriate personalized treatment for patients with attention deficit hyperactivity disorder. Universitat Oberta de Catalunya, 2020. Co-supervisor:Xavier Castells.(In Spanish, Confidential)
CLARA MARTÍNEZ

Analysis of traffic data sensors in a urban area. The case of Figueres. Universitat de Girona, 2016. (In Catalan)
FEDERICO LUQUE

Decision support methods for global optimization. Universitat de Girona, 2012. Co-supervisor: Víctor Muñoz.
FERRAN TORRENT-FONTBONA

Citizen-centric DSS model for Urban Planning. Universitat de Girona, 2012. Patent
LLUISA MARSAL-LLACUNA
Predicting and Diagnosing Delays in a Workflow Environment. Universitat de Girona, 2010.
ALBERT PLA
Complex Event processing for Resource and Task Supervision. Universitat de Girona, 2010. Co-direcció: Joaquim Meléndez
PABLO GAY
Egalitarian behaviour in recurrent Multi-Unit Combinatorial Auctions for dynamic environments. Universitat de Girona, 2007. Co-direcció: Dídac Busquets This work has bee awarded by the Catalan Association of Artificial Intelligent to the best MSc thesis.
JAVIER MURILLO
Tècniques de Scheduling per entorns distribuïts. Aplicació a l’assignació de tasques a tripulacions. Universitat de Girona, 2007 (DEA).
PERE URRA
Resource and Task Allocation in Distributed Environments. A Multi-Agent System Approach. Universitat de Girona, 2004 (DEA). Co-supervisor: Josep Lluís de la Rosa
SILVIA SUÁREZ
Towards Smart User Models for Open Environments. Universitat de Girona, 2003 (DEA). Co-supervisor: Josep Lluís de la Rosa
GUSTAVO GONZÁLEZ

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