2008 |
15 | EE | Ibai Gurrutxaga,
Olatz Arbelaitz,
Jesús M. Pérez,
Javier Muguerza,
José Ignacio Martín,
Inigo Perona:
Evaluation of Malware clustering based on its dynamic behaviour.
AusDM 2008: 163-170 |
14 | EE | Inigo Perona,
Ibai Gurrutxaga,
Olatz Arbelaitz,
José Ignacio Martín,
Javier Muguerza,
Jesús M. Pérez:
Service-independent payload analysis to improve intrusion detection in network traffic.
AusDM 2008: 171-178 |
2007 |
13 | EE | Ibai Gurrutxaga,
Jesús M. Pérez,
Olatz Arbelaitz,
Javier Muguerza,
José Ignacio Martín,
Ander Ansuategi:
CTC: An Alternative to Extract Explanation from Bagging.
CAEPIA 2007: 90-99 |
12 | EE | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín:
Combining multiple class distribution modified subsamples in a single tree.
Pattern Recognition Letters 28(4): 414-422 (2007) |
2006 |
11 | | 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.
Industrial Conference on Data Mining - Posters 2006: 6-18 |
10 | EE | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín:
Consolidated Trees: An Analysis of Structural Convergence.
Selected Papers from AusDM 2006: 39-52 |
2005 |
9 | EE | 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.
ICAPR (1) 2005: 381-389 |
8 | EE | 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.
ICAPR (1) 2005: 99-107 |
2004 |
7 | | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga:
Consolidated Tree Construction Algorithm: Structurally Steady Trees.
ICEIS (2) 2004: 14-21 |
6 | | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga:
A new algorithm to build consolidated trees: study of the error rate and steadiness.
Intelligent Information Systems 2004: 79-88 |
5 | | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín:
Behavior of Consolidated Trees when using Resampling Techniques.
PRIS 2004: 139-148 |
2002 |
4 | EE | Clemente Rodríguez Lafuente,
Iratxe Soraluze Arriola,
Javier Muguerza,
José Ignacio Martín,
Gonzalo Álvarez:
Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost.
Pattern Recognition 35(12): 2761-2769 (2002) |
2001 |
3 | | C. Rodríguez,
Iratxe Soraluze Arriola,
Javier Muguerza,
José Ignacio Martín,
Gonzalo Álvarez:
Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive Computational Cost.
PRIS 2001: 127-138 |
1998 |
2 | | C. Rodríguez,
Javier Muguerza,
M. Navarro,
A. Zárate,
José Ignacio Martín,
Jesús M. Pérez:
A Hierarchical Classifier for Multifont Digits.
SSPR/SPR 1998: 937-943 |
1 | | C. Rodríguez,
Javier Muguerza,
M. Navarro,
A. Zárate,
José Ignacio Martín,
Jesús M. Pérez:
A New Cost Function for Typewritten Digits Segmentation.
SSPR/SPR 1998: 975-980 |