{"id":86,"date":"2015-01-08T08:23:39","date_gmt":"2015-01-08T08:23:39","guid":{"rendered":"http:\/\/exitproces.udg.edu\/blopez\/?page_id=86"},"modified":"2026-09-16T08:25:25","modified_gmt":"2026-09-16T08:25:25","slug":"tesis-de-master-y-deas","status":"publish","type":"page","link":"https:\/\/eia.udg.edu\/~blopez\/docencia-3\/tesis-de-master-y-deas\/","title":{"rendered":"MSc Thesis"},"content":{"rendered":"<p><img decoding=\"async\" class=\"ebs-thumbnail\" src=\"https:\/\/eia.udg.edu\/~blopez\/wp-content\/uploads\/2015\/01\/tesis-de-master-1-1024x233.jpg\" alt=\"\" \/><\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header>\n<header class=\"ebs-panel-header\"><strong>Multimodal Genomic Machine Learning for Primary Site Prediction in Cancers of Unknown Primary. Inter-university (international) Master Degree in Health Data Science, UdG, URV, UGA, UPC, UB, UAB, UdL, UVic, Bioinformatics Barcelona, eitHealth-EU, September 2026. Co-supervisor: Ana Vivancos Prellezo(Vall d\u2019Hebron Institut d\u2019Oncologia).<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>NURIA GARCIA del TIEMPO\u00a0<\/strong><\/div>\n<\/header>\n<\/section>\n<div><\/div>\n<div><\/div>\n<div><\/div>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header><\/header>\n<header class=\"ebs-panel-header\"><strong>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).<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>OKSANA KLYMENKO<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Application of case-based reasoning algorithms for the treatment of ADHD.<em>(In Catalan, Confidential)<\/em>. Master Degree in Data Science. University of Girona, June 2025.<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>MARC SERRANO<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>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.<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>JULIA SALAS<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>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.<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>BEATRIZ MARTINEZ<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Targeted-CNV-Learner: A Machine Learning Framework for CNV Detection in Targeted Sequencing\" href=\"https:\/\/github.com\/OriolCanal\/Targeted-CNV-Learner\/blob\/main\/Targeted_CNV_Learner_memory.pdf\" target=\"_blank\" rel=\"noopener\">Targeted-CNV-Learner: A Machine Learning Framework for CNV Detection in Targeted Sequencing<\/a>. Master Degree in Data Science. University of Girona, September, 2024. Co-supervisor: Bernat del Olmo Cabestr\u00e9 (ICS).<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>ORIOL CANAL PUJOL<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Study of the application of semi-supervised learning in the prediction of epileptic seizures.<em>(In Catalan, Confidential)<\/em>). Master Degree in Data Science. University of Girona, September, 2024. Tutor.<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>IRENE CALDER\u00d3N POCH<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Longitudinal analyses of childhood obesity factors. <em> (Confidential)<\/em>. Master Degree in Biomedical Data Science. UdG,URV, UPC, UB, UAB, UdL, UVic, Bioinformatics Barcelona. September, 2024. Co-supervisor: <a href=\"https:\/\/idibgi.org\/personal\/judit-bassols-casadevall\/\" target=\"_blank\" rel=\"noopener\">Judit Bassols<\/a> (IdIBGi).<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>ZS\u00d3FIA PR\u00c1GER<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Importance of EEG frontal channels for classification of Alzheimer\u2019s and Dementia with BCI devices. <em> (Confidential)<\/em>. Master Degree in Data Science. University of Girona, February, 2024. Co-supervisor: Bianca Innocenti.<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>ELMO SOBIEDD CH\u00c1VEZ MONTALV\u00c1N<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Analysis of Influencing Factors on Personal Happiness: a Machine Learning Approach Using Multidimensional Data\" href=\"https:\/\/github.com\/XReverte\/Happiness\/blob\/main\/Happiness_XReverte.pdf\" target=\"_blank\" rel=\"noopener\">Analysis of Influencing Factors on Personal Happiness: a Machine Learning Approach Using Multidimensional Data<\/a>. Master Degree in Data Science. University of Girona, 2023. Co-supervisor: N\u00faria Fornal\u00e9s (Drissa Foundation).<em>(In Spanish)<\/em><br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>FRANCESC XAVIER REVERTE<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Longitudinal analysis of patterns and sequential rules with childhood obesity data from IDIBGI. Master Degree in Data Science. University of Girona, 2023. Co-supervisor: <a href=\"https:\/\/idibgi.org\/personal\/judit-bassols-casadevall\/\" target=\"_blank\" rel=\"noopener\">Judit Bassols<\/a> (Girona Biomedical Research Institute).<em>(In Catalan, Confidential.)<\/em><br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>DAVID GALERA<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Human stress detection using EEG signals\" href=\"http:\/\/hdl.handle.net\/10256\/22242\" target=\"_blank\" rel=\"noopener\">Human stress detection using EEG signals<\/a>. Master Degree in Data Science. University of Girona, 2022. Co-supervisor: <a href=\"https:\/\/es.linkedin.com\/in\/raquel-martinez-32b8a05b\" target=\"_blank\" rel=\"noopener\">Raquel Mart\u00ednez<\/a> (University of the Basque Country, EHU, Spain).<br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>JONAH FERN\u00c1NDEZ<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Study of the nocebo effect in patients with ADHD. Universitat de Girona, 2021. Co-supervisor: <a href=\"https:\/\/www.udg.edu\/ca\/directori\/pagina-personal?ID=2002887 target=\">Xavier Castells.<\/a><em>(In Catalan, Confidential)<\/em><br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>MIREIA PORTA<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>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:<a href=\"https:\/\/www.udg.edu\/ca\/directori\/pagina-personal?ID=2002887 target=\">Xavier Castells.<\/a><em>(In Spanish, Confidential)<\/em><br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>CLARA MART\u00cdNEZ<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Analysis of traffic data sensors in a urban area\" href=\"http:\/\/dugi-doc.udg.edu\/handle\/10256\/12843\" target=\"_blank\" rel=\"noopener\">Analysis of traffic data sensors in a urban area. The case of Figueres.<\/a> Universitat de Girona, 2016. <em>(In Catalan)<\/em><br \/>\n<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>FEDERICO LUQUE<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Decision support methods for global optimization\" href=\"http:\/\/hdl.handle.net\/10256\/7312\" target=\"_blank\" rel=\"noopener\">Decision support methods for global optimization<\/a>. Universitat de Girona, 2012. Co-supervisor: <a title=\"Victor Mu\u00f1oz\" href=\"http:\/\/eia.udg.edu\/~vmunozs\/\" target=\"_blank\" rel=\"noopener\">V\u00edctor Mu\u00f1oz<\/a>.<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>FERRAN TORRENT-FONTBONA<\/strong><\/div>\n<p>&nbsp;<\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Citizen-centric DSS model for Urban Planning. Universitat de Girona, 2012. <i>Patent<\/i><\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>LLUISA MARSAL-LLACUNA<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a href=\"http:\/\/eia.udg.edu\/~apla\/workflow.pdf\" target=\"_blank\" rel=\"noopener\">Predicting and Diagnosing Delays in a Workflow Environment<\/a>. Universitat de Girona, 2010.<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>ALBERT PLA<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Complex Event processing for Resource and Task Supervision. Universitat de Girona, 2010. Co-direcci\u00f3: <a title=\"Joaquim Mel\u00e9ndez\" href=\"http:\/\/www.udg.edu\/personal\/tabid\/8656\/Default.aspx?ID=52158\" target=\"_blank\" rel=\"noopener\">Joaquim Mel\u00e9ndez<\/a><\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>PABLO GAY<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Egalitarian behaviour in recurrent Multi-Unit Combinatorial Auctions for dynamic environments. Universitat de Girona, 2007. Co-direcci\u00f3: <a title=\"D\u00eddac Busquerts\" href=\"http:\/\/www.imperial.ac.uk\/people\/d.busquets-font\" target=\"_blank\" rel=\"noopener\">D\u00eddac Busquets<\/a> <i>This work has bee awarded by the Catalan Association of Artificial Intelligent to the best MSc thesis.<\/i><\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>JAVIER MURILLO<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>T\u00e8cniques de Scheduling per entorns distribu\u00efts. Aplicaci\u00f3 a l&#8217;assignaci\u00f3 de tasques a tripulacions. Universitat de Girona, 2007 (DEA).<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>PERE URRA<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong>Resource and Task Allocation in Distributed Environments. A Multi-Agent System Approach. Universitat de Girona, 2004 (DEA). Co-supervisor: Josep Llu\u00eds de la Rosa<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>SILVIA SU\u00c1REZ<\/strong><\/div>\n<\/section>\n<section class=\"ebs-panel ebs-panel-warning\">\n<header class=\"ebs-panel-header\"><strong><a title=\"Towards Smart user models for open environments\" href=\"http:\/\/dugi-doc.udg.edu\/handle\/10256\/7159\" target=\"_blank\" rel=\"noopener\">Towards Smart User Models for Open Environments<\/a>. Universitat de Girona, 2003 (DEA). Co-supervisor: Josep Llu\u00eds de la Rosa<\/strong><\/header>\n<div class=\"ebs-panel-content\"><strong>GUSTAVO GONZ\u00c1LEZ<\/strong><\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Multimodal Genomic Machine Learning for Primary Site Prediction in Cancers of Unknown Primary. Inter-university (international) Master Degree in Health Data Science, UdG, URV, UGA, UPC, UB, UAB, UdL, UVic, Bioinformatics &hellip; <a class=\"readmore\" href=\"https:\/\/eia.udg.edu\/~blopez\/docencia-3\/tesis-de-master-y-deas\/\">Continue Reading &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":77,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-86","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/86","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/comments?post=86"}],"version-history":[{"count":29,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/86\/revisions"}],"predecessor-version":[{"id":1200,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/86\/revisions\/1200"}],"up":[{"embeddable":true,"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/pages\/77"}],"wp:attachment":[{"href":"https:\/\/eia.udg.edu\/~blopez\/wp-json\/wp\/v2\/media?parent=86"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}