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Javier Muguerza
Javier Francisco Muguerza
2010 – today
- 2013
[j8]Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez: The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. Progress in AI 2(1): 45-63 (2013)- [j7]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona: An extensive comparative study of cluster validity indices. Pattern Recognition 46(1): 243-256 (2013)
- 2012
- [c22]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona: Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR 2012: 187-192
- [c21]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona: Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR 2012: 287-292
- [c20]Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez, Iratxe Soraluze Arriola, Jose Francisco Lukas, Karlos Santiago: Nintendo® DS projects to learn computer input-output. ITiCSE 2012: 373
- 2011
- [j6]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)
- [c19]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
- [c18]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
- 2010
- [j5]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)
- [j4]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)
2000 – 2009
- 2009
- [c17]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
- [c16]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
- [c15]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
- [c14]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
- [c13]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
- [j3]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)
- [c12]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
- 2006
- [c11]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
- [c10]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
- 2005
- [c9]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
- [c8]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
- 2004
- [c7]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga: Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) 2004: 14-21
- [c6]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
- [c5]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
- [j2]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
- [c4]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
1990 – 1999
- 1998
- [c3]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
- [c2]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
- 1996
- [j1]Clemente Rodríguez Lafuente, Santiago Rementeria, José Ignacio Martín, Alberto Lafuente, Javier Francisco Muguerza, Jesús M. Pérez: A modular neural network approach to fault diagnosis. IEEE Trans. Neural Netw. Learning Syst. 7(2): 326-340 (1996)
- 1994
- [c1]C. Rodríguez, Javier Muguerza, José Ignacio Martín, Alberto Lafuente, Santiago Rementeria: Introducing Parallelism In Power System Diagnosis. PDP 1994: 85-92
Coauthor Index
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last updated on 2013-06-01 22:25 CEST by the dblp team