José Ignacio Martín

	2011
19		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
18		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)
17		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
16		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
15		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
14		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
13		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
12		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
11		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
10		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
9		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
8		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
7		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
6		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
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		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

Coauthor Index

1	Iñaki Albisua	[16] [17] [18]
2	Gonzalo Álvarez	[3] [4]
3	Ander Ansuategi (Ander Ansuategui)	[9] [11]
4	Olatz Arbelaitz	[5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19]
5	Iratxe Soraluze Arriola	[3] [4]
6	Ibai Gurrutxaga	[5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19]
7	Clemente Rodríguez Lafuente	[4]
8	Javier Muguerza	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19]
9	M. Navarro	[1] [2]
10	Jesús M. Pérez	[1] [2] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19]
11	Iñigo Perona	[12] [13] [14] [15] [16] [17] [18]
12	C. Rodríguez	[1] [2] [3]
13	A. Zárate	[1] [2]

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