| 2008 |
|---|
| 11 | 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 |
| 10 | 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 |
|---|
| 9 | 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 |
| 8 | 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 |
|---|
| 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.
Industrial Conference on Data Mining - Posters 2006: 6-18 |
| 6 | 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 |
|---|
| 5 | 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 |
| 4 | 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 |
|---|
| 3 | | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga:
Consolidated Tree Construction Algorithm: Structurally Steady Trees.
ICEIS (2) 2004: 14-21 |
| 2 | | 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 |
| 1 | | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín:
Behavior of Consolidated Trees when using Resampling Techniques.
PRIS 2004: 139-148 |
