 | 2011 |
| 25 |  | Olatz Arbelaitz,
Ibai Gurrutxaga,
Aizea Lojo,
Javier Muguerza,
Iñigo Perona:
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information.
CAEPIA 2011: 413-422 |
| 24 |  | Iñaki Albisua,
Olatz Arbelaitz,
Ibai Gurrutxaga,
Javier Muguerza,
Jesús M. Pérez:
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems.
CAEPIA 2011: 74-83 |
| 23 |  | Ibai Gurrutxaga,
Javier Muguerza,
Olatz Arbelaitz,
Jesús M. Pérez,
José Ignacio Martín:
Towards a standard methodology to evaluate internal cluster validity indices.
Pattern Recognition Letters 32(3): 505-515 (2011) |
| 2010 |
| 22 |  | Ander García,
Olatz Arbelaitz,
Pieter Vansteenwegen,
Wouter Souffriau,
María Teresa Linaza:
Hybrid Approach for the Public Transportation Time Dependent Orienteering Problem with Time Windows.
HAIS (2) 2010: 151-158 |
| 21 |  | Ander García,
Olatz Arbelaitz,
María Teresa Linaza,
Pieter Vansteenwegen,
Wouter Souffriau:
Personalized Tourist Route Generation.
ICWE Workshops 2010: 486-497 |
| 20 |  | Jesús M. Pérez,
Iñaki Albisua,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín,
Javier Muguerza,
Iñigo Perona:
Consolidated trees versus bagging when explanation is required.
Computing 89(3-4): 113-145 (2010) |
| 19 |  | Ibai Gurrutxaga,
Iñaki Albisua,
Olatz Arbelaitz,
José Ignacio Martín,
Javier Muguerza,
Jesús M. Pérez,
Iñigo Perona:
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index.
Pattern Recognition 43(10): 3364-3373 (2010) |
| 2009 |
| 18 |  | Iñaki Albisua,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín,
Javier Muguerza,
Jesús M. Pérez,
Iñigo Perona:
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.
CAEPIA 2009: 101-110 |
| 17 |  | Ander García,
María Teresa Linaza,
Olatz Arbelaitz,
Pieter Vansteenwegen:
Intelligent Routing System for a Personalised Electronic Tourist Guide.
ENTER 2009: 185-197 |
| 16 |  | Iñigo Perona,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín,
Javier Muguerza,
Jesús M. Pérez:
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.
IADIS AC (1) 2009: 11-18 |
| 15 |  | Ibai Gurrutxaga,
Olatz Arbelaitz,
José Ignacio Martín,
Javier Muguerza,
Jesús M. Pérez,
Iñigo Perona:
SIHC: A Stable Incremental Hierarchical Clustering Algorithm.
ICEIS (2) 2009: 300-304 |
| 2008 |
| 14 |  | Ibai Gurrutxaga,
Olatz Arbelaitz,
Jesús M. Pérez,
Javier Muguerza,
José Ignacio Martín,
Iñigo Perona:
Evaluation of Malware clustering based on its dynamic behaviour.
AusDM 2008: 163-170 |
| 13 |  | Iñigo 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 |
| 12 |  | 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 |
| 11 |  | 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 |
| 10 |  | 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 |
| 9 |  | 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 |
| 8 |  | 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 |
| 7 |  | 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 |
| 6 |  | Olatz Arbelaitz,
Clemente Rodríguez:
A real fuel distribution problem solved by a two phase parallel algorithm that combines simulated annealing and route building heuristics.
Int. J. Hybrid Intell. Syst. 2(3): 205-220 (2005) |
| 2004 |
| 5 |  | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga:
Consolidated Tree Construction Algorithm: Structurally Steady Trees.
ICEIS (2) 2004: 14-21 |
| 4 |  | 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 |
| 3 |  | Jesús M. Pérez,
Javier Muguerza,
Olatz Arbelaitz,
Ibai Gurrutxaga,
José Ignacio Martín:
Behavior of Consolidated Trees when using Resampling Techniques.
PRIS 2004: 139-148 |
| 2 |  | Olatz Arbelaitz,
Clemente Rodríguez:
Comparison Of Systems Based On Evolutionary Search And Simulated Annealing To Solve The Vrptw Problem.
International Journal of Computational Intelligence and Applications 4(1): 27-39 (2004) |
| 2001 |
| 1 |  | Olatz Arbelaitz,
Clemente Rodríguez,
Ion Zamakola:
Low Cost Parallel Solutions for the VRPTW Optimization Problem.
ICPP Workshops 2001: 176-181 |