Datuen birlaginketa adimentsua ikasketa automatikoan
Iñaki Albisua, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
2012 - Ekaia
Journal paper
Aplicación de Técnicas de Minería de Datos para la Extracción de Conocimiento de la Web de Bidasoa Turismo
Olatz Arbelaitz, Aizea Lojo, Iñigo Perona, Javier Muguerza
2012 - Technical Report EHU-KAT-IK-13-12, University of the Basque Country (UPV/EHU)
Technical report
Analysis of the effect of changes in class distribution in C4.5 and consolidated C4.5 tree learners
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
2012 - Technical Report EHU-KAT-IK-01-12, University of the Basque Country (UPV/EHU)
Technical report
First results in modelling stress situations by analysing physiological human signals
Raquel Martínez, Eloy Irigoyen, Nagore Asla, I. Escobes, A. Arruti, M. Macedo
2012 - In Proceedings of IADIS International Conference on e-Health
Oral communication
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona
2011 - Lecture Notes in Computer Science.
Oral communication
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
2011 - Lecture Notes in Computer Science.
Oral communication
Improving Octopus Towards the new Generation of HPC Systems
Joseba Alberdi-Rodriguez, Xavier Andrade, Agustín Arruabarrena, Javier Muguerza, Angel Rubio
2011 - Proceedings del Workshop
Workshop
Towards a standard methodology to evaluate cluster validity indices
Ibai Gurrutxaga, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez, José I. Martín
2011 - Pattern Recognition Letters
Journal paper
SMOTE versus submuestreo aleatorio en la búsqueda de la distribución de clases óptima
Iñaki Albisua, Javier Muguerza, Jesús M. Pérez
2010 - Proceedings de la conferencia, Ibergarceta Publicaciones S.l.
Workshop
Towards web personalization for users with special needs using web navigation logs
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza
2010 - Proceedings de la conferencia, Ibergarceta Publicaciones S.l.
Workshop