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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. Olatz Arbelaitz, Clemente Rodríguez, Ion Zamakola
   Low Cost Parallel Solutions for the VRPTW Optimization Problem. [Citation Graph (0, 0)][DBLP]
   ICPP Workshops, 2001, pp:176-181 [Conf]
   
6. 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]
   
7. 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]
   
8. 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]
   
9. Olatz Arbelaitz, Clemente Rodríguez
   Comparison Of Systems Based On Evolutionary Search And Simulated Annealing To Solve The Vrptw Problem. [Citation Graph (0, 0)][DBLP]
   International Journal of Computational Intelligence and Applications, 2004, v:4, n:1, pp:27-39 [Journal]
   
10. Olatz Arbelaitz, Clemente Rodríguez
    A real fuel distribution problem solved by a two phase parallel algorithm that combines simulated annealing and route building heuristics. [Citation Graph (0, 0)][DBLP]
    Int. J. Hybrid Intell. Syst., 2005, v:2, n:3, pp:205-220 [Journal]
    
11. 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]
    
12. 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]
    
13. 
    Service-independent payload analysis to improve intrusion detection in network traffic. [Citation Graph (, )][DBLP]
    
    
14. 
    Evaluation of Malware clustering based on its dynamic behaviour. [Citation Graph (, )][DBLP]
    
    
15. 
    Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. [Citation Graph (, )][DBLP]
    
    
16. 
    Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. [Citation Graph (, )][DBLP]
    
    
17. 
    SIHC: A Stable Incremental Hierarchical Clustering Algorithm. [Citation Graph (, )][DBLP]
    
    
18. 
    Hybrid Approach for the Public Transportation Time Dependent Orienteering Problem with Time Windows. [Citation Graph (, )][DBLP]
    
    
19. 
    Intelligent Routing System for a Personalised Electronic Tourist Guide. [Citation Graph (, )][DBLP]