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Publications of Author

1. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
   Consolidated Trees: An Analysis of Structural Convergence. [Citation Graph (0, 0)][DBLP]
   Selected Papers from AusDM, 2006, pp:39-52 [Conf]
   
2. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
   Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance. [Citation Graph (0, 0)][DBLP]
   ICAPR (1), 2005, pp:381-389 [Conf]
   
3. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
   Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation. [Citation Graph (0, 0)][DBLP]
   ICAPR (1), 2005, pp:99-107 [Conf]
   
4. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
   Consolidated Tree Construction Algorithm: Structurally Steady Trees. [Citation Graph (0, 0)][DBLP]
   ICEIS (2), 2004, pp:14-21 [Conf]
   
5. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
   A new algorithm to build consolidated trees: study of the error rate and steadiness. [Citation Graph (0, 0)][DBLP]
   Intelligent Information Systems, 2004, pp:79-88 [Conf]
   
6. Ibai Gurrutxaga, Ander Ansuategi, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín
   Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one. [Citation Graph (0, 0)][DBLP]
   Industrial Conference on Data Mining - Posters, 2006, pp:6-18 [Conf]
   
7. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
   Behavior of Consolidated Trees when using Resampling Techniques. [Citation Graph (0, 0)][DBLP]
   PRIS, 2004, pp:139-148 [Conf]
   
8. C. Rodríguez, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
   Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive Computational Cost. [Citation Graph (0, 0)][DBLP]
   PRIS, 2001, pp:127-138 [Conf]
   
9. C. Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
   A Hierarchical Classifier for Multifont Digits. [Citation Graph (0, 0)][DBLP]
   SSPR/SPR, 1998, pp:937-943 [Conf]
   
10. C. Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
    A New Cost Function for Typewritten Digits Segmentation. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 1998, pp:975-980 [Conf]
    
11. Clemente Rodríguez Lafuente, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
    Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2002, v:35, n:12, pp:2761-2769 [Journal]
    
12. Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
    Combining multiple class distribution modified subsamples in a single tree. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:4, pp:414-422 [Journal]
    
13. Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi
    CTC: An Alternative to Extract Explanation from Bagging. [Citation Graph (0, 0)][DBLP]
    CAEPIA, 2007, pp:90-99 [Conf]
    
14. 
    Service-independent payload analysis to improve intrusion detection in network traffic. [Citation Graph (, )][DBLP]
    
    
15. 
    Evaluation of Malware clustering based on its dynamic behaviour. [Citation Graph (, )][DBLP]
    
    
16. 
    Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. [Citation Graph (, )][DBLP]
    
    
17. 
    Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. [Citation Graph (, )][DBLP]
    
    
18. 
    SIHC: A Stable Incremental Hierarchical Clustering Algorithm. [Citation Graph (, )][DBLP]