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Jesús M. Pérez: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

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. Javier Colás, Jesús M. Pérez, Javier Poncela, J. T. Entrambasaguas
    Implementation of UMTS Protocol Layers for the Radio Access Interface. [Citation Graph (0, 0)][DBLP]
    SAM, 2002, pp:74-89 [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. 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. Real-Time Stereo Matching Using Memory-Efficient Belief Propagation for High-Definition 3D Tele-Presence Systems. [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]


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