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 - 7th Australasian Data Mining Conference (AusDM08)
Oral communication
This web page contains information about gureKddcup database. It has been generated with a similar procedure used in the original Kddcup database but it also includes the payload of each connection.
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An Extensive Comparative Study of Cluster Validity Indices
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Pattern Recognition, 46(1), 243-256
Journal paperdoi:10.1016/j.patcog.2012.07.021
♦ Complete results and complementary material
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CTC: Competitive in an Analysis of Genetic based Algorithms for Rule Induction in Imbalanced Datasets
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Infante, Javier Muguerza, Jesús M. Pérez
2013 - 15th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2013)
Oral communication
Coverage-based resampling: Building robust consolidated decision trees
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015 - Knowledge-Based Systems, 79, 51-67
Journal paperdoi:10.1016/j.knosys.2014.12.023
This paper has a related website with complementary material:
An implementation of the proposed approach for the WEKA platform is available in:
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This paper has a corrigendum: