SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index
Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José I. Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2010 - Pattern Recognition
Aldizkariko artikulua
Consolidated Trees vs. Bagging when Explanation is required
Jesús M. Pérez, Olatz Arbelaitz, Iñaki Albisua, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Iñigo Perona
2010 - Computing
Aldizkariko artikulua
Data mining based user modelling systems for web personalization applied to people with disabilities
Julio Abascal, Olatz Arbelaitz, Javier Muguerza, Iñigo Perona
2009 - Proceedings de la conferencia
Workshop
Obtaining optimal class distribution for decision trees: comparative analysis of CTC and C4.5
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 - Lecture Notes in Artificial Intelligence.
Ahozko aurkezpena
Unsupervised Anomaly Detection System for nIDSs based on payload and Probabilistic Suffix Trees
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2009 - IADIS Press.
Ahozko aurkezpena
Histogram Based Payload Processing for Unsupervised Anomaly Detection Systems in Network Intrusion
Iñigo Perona, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2009 - New Trends in Artificial Intelligence.
Ahozko aurkezpena
SIHC: A Stable Incremental Hierarchical Clustering Algorithm
Ibai Gurrutxaga, Olatz Arbelaitz, José I. Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 - INSTICC 2009.
Posterra
Application of probabilistic suffix trees: payload analysis for nIDSs
Iñigo Perona, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2009 - Technical Report EHU-KAT-IK-08-09, University of the Basque Country (UPV/EHU)
Txosten teknikoa
Service-independent payload analysis to improve intrusion detection in network traffic
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José I. Martín, Javier Muguerza, Jesús M. Pérez
2008 - Australian Computer Society Inc.
Ahozko aurkezpena
Evaluation of Malware clustering based on its dynamic behaviour
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José I. Martín, Iñigo Perona
2008 - Australian Computer Society Inc.
Ahozko aurkezpena
