This web site contains the additional material of some publications of the ALDAPA research group. For more information about the group visit our web site in http://www.aldapa.eus/:

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.

♦ gureKddcup database

  • Number of visits: 1535
  • Time of last access: 2018-12-07 06:58:08

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

  • Number of visits: 740
  • Time of last access: 2018-12-16 21:30:18

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

♦ Additional material

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:

♦ Additional material

An implementation of the proposed approach for the WEKA platform is available in:

♦ J48Consolidated package

  • Number of visits: 964
  • Time of last access: 2018-12-14 15:25:36

This paper has a corrigendum:

♦ Corrigendum to “Coverage-based resampling: Building robust consolidated decision trees” [Knowledge-Based Systems 79(2015)51–67]