Intelligent Decision Support Systems Master on Artificial Intelligence-UPC Dr. Miquel Sánchez-Marrè & Dr. Karina Gibert The main practical work of the course requires working teams and long-term planning. It involves research work, including some practical software development, about several features of Intelligent Decision Support Systems, as well as in some data mining models. When quality of the work merits, the lecturers promote the publication in some international conference or journal. Column references indicates the works that has been published. Here is the list of research works developed in past editions of this course in past years: Academic year Title of work 2005-2006 Implementation GESCONDA 2005-2006 2006-2007 2006-2007 Authors of pseudobagging for 2007[7] Sergio Gómez Villamayor 2006[10] Francesc Teixidor Navarro Feature weighting Effects of the discretization of continuous attributes in GESCONDA Cristina España i Bonet João Sousa Lopes Feature weighting (II) Rodrigo Moreno Serrano Jaime Meléndez Rodríguez Decision trees in GESCONDA Pierre Bourreau Fernando Orduña Cabrera Emili Sapena 2006-2007 2006-2007 Luís Javier Oliva Felipe Isaac Pinyol Catadau References Parallel implementation in big computer applications and functionalities integration. Intensive data bases exploiting for decision German Cidoncha Carlos Fenollosa Jorge Velazco PFC Esteve support 2007-2008 Improving Pseudobagging techniques Ignasi Gómez Angela Chieppa Boxplot based induction rules in KLASS Ismael Sayyad Alfons Bosch Patrícia Garcia 2007-2008 2007-2008 CBR in intelligent environmental support decision Beatriz Sevilla Roberto Confalonieri Mohamed (Ashkan) Musavi 2008[3] 2010[2] 2008-2009 2008-2009 Intelligent Data Mining assistant using a CBR approach (GESCONDA) Conceptual characterization conditioning (KLASS) by embedded 2009-2010 Rule inference engine integrated intelligent data analysis tool in an 2010-2011 Improving CBR recommender on Data Mining techniques with prior Knowledge Base Dario García Gasulla Alejandra Mansilla Aleix Canals Improving conceptual characterization embedded conditioning in KLASS Alberto Martínez Jordi Pascual Milego Meydeh Gabari by Case MasterThesis Mario Gorga Alexandra Ciortan Peng Si Rule-based reasoning in GESCONDA Hierarchical Indexing GESCONDA [16] 2010[1] Patricio Petrucci Marcos Gabarda Jerónimo Hernández Xavier Pérez Sala Comparing several criteria for CCEC in KLASS 2010-2011 2011-2012 Esther Lozano Medhi Mirza José J. Norte Narcís Margall Beltrán Borja Fiz Roc Olivé Sergi Torralba (NP) 2009-2010 2010-2011 Víctor Codina Yago Isasi Jan Felix Koeppen Library for Mehmet Ekin Gecikligum George‐Bogdan Ivanov Jesús Ibáñez Conceptual Interpretation of Clusters through KLASS Marco Villegas Carlos Rodríguez Víctor Ponce Method Recommender Teodora Popovici Kashif Javed Miquel Sole 2011-2012 R-based analysis system for state-of-the-art in IDSS Federico Sem Alejandro Cabello 2012-2013 GEMMENDER: An Outsourcing IDSS using Genetic Algorithms Claudio Levinas Kevin Sánchez MasterThesis Emili Boronat Mats Julian Olsen Pedro Robles MasterThesis 2011-2012 2011-2012 2012-2013 2012-2013 Traffic Light implementation Panel JKASS module GESCONDA rule based reasoning system JA Magaña K Kayir IJMDM (in press) iEMSs’2012 A Beliaev 2012-2013 2012-2013 Improving a recommender system for selecting the best data mining methods within an Intelligent Decision Support System tool (GESCONDA) Cluster Validation Florian Weigand Christiana Halka Rodrigo Weffer Fuentes Stavros Koulas Carles Riera Paper in pres
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