Iñaki Inza

2009
27	EE	Aritz Pérez, Pedro Larrañaga, Iñaki Inza: Bayesian classifiers based on kernel density estimation: Flexible classifiers. Int. J. Approx. Reasoning 50(2): 341-362 (2009)
2008
26	EE	Rubén Armañanzas, Iñaki Inza, Pedro Larrañaga: Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers. Computer Methods and Programs in Biomedicine 91(2): 110-121 (2008)
2007
25	EE	Yvan Saeys, Iñaki Inza, Pedro Larrañaga: A review of feature selection techniques in bioinformatics. Bioinformatics 23(19): 2507-2517 (2007)
24	EE	J. L. Flores, Iñaki Inza, Pedro Larrañaga: Wrapper discretization by means of estimation of distribution algorithms. Intell. Data Anal. 11(5): 525-545 (2007)
2006
23	EE	Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza: Information Theory and Classification Error in Probabilistic Classifiers. Discovery Science 2006: 347-351
22	EE	Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles: Machine learning in bioinformatics. Briefings in Bioinformatics 7(1): 86-112 (2006)
21	EE	Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza: Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes. Int. J. Approx. Reasoning 43(1): 1-25 (2006)
2005
20	EE	Rosa Blanco, Iñaki Inza, Marisa Merino, Jorge Quiroga, Pedro Larrañaga: Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS. Journal of Biomedical Informatics 38(5): 376-388 (2005)
19	EE	Pedro Larrañaga, José Antonio Lozano, José Manuel Peña, Iñaki Inza: Editorial. Machine Learning 59(3): 211-212 (2005)
2004
18	EE	Rosa Blanco, Linda C. van der Gaag, Iñaki Inza, Pedro Larrañaga: Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer. ISBMDA 2004: 212-223
17	EE	Iñaki Inza, Pedro Larrañaga, Rosa Blanco, Antonio J. Cerrolaza: Filter versus wrapper gene selection approaches in DNA microarray domains. Artificial Intelligence in Medicine 31(2): 91-103 (2004)
16	EE	Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra: Gene Selection For Cancer Classification Using Wrapper Approaches. IJPRAI 18(8): 1373-1390 (2004)
2003
15	EE	Rosa Blanco, Iñaki Inza, Pedro Larrañaga: Learning Bayesian networks in the space of structures by estimation of distribution algorithms. Int. J. Intell. Syst. 18(2): 205-220 (2003)
2002
14	EE	Rosa Blanco, Iñaki Inza, Pedro Larrañaga: Floating Search Methods in Learning Bayesian Networks. Probabilistic Graphical Models 2002
13	EE	Iñaki Inza, Basilio Sierra, Rosa Blanco: Gene selection by sequential search wrapper approaches in microarray cancer class prediction. Journal of Intelligent and Fuzzy Systems 12(1): 25-33 (2002)
2001
12	EE	Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga: Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. AIME 2001: 20-29
11	EE	Basilio Sierra, Iñaki Inza, Pedro Larrañaga: On Applying Supervised Classification Techniques in Medicine. ISMDA 2001: 14-19
10		Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Pedro Revuelta, María Luisa Mora: Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data. Artificial Intelligence in Medicine 22(3): 233-248 (2001)
9		Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala: Feature subset selection by genetic algorithms and estimation of distribution algorithms - A case study in the survival of cirrhotic patients treated with TIPS. Artificial Intelligence in Medicine 23(2): 187-205 (2001)
8	EE	José Manuel Peña, José Antonio Lozano, Pedro Larrañaga, Iñaki Inza: Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks. IEEE Trans. Pattern Anal. Mach. Intell. 23(6): 590-603 (2001)
7	EE	Iñaki Inza, Pedro Larrañaga, Basilio Sierra: Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms. Int. J. Approx. Reasoning 27(2): 143-164 (2001)
2000
6	EE	Basilio Sierra, Iñaki Inza, Pedro Larrañaga: Medical Bayes Networks. ISMDA 2000: 4-14
5	EE	Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala: Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. ISMDA 2000: 97-110
4	EE	Iñaki Inza, Pedro Larrañaga, Ramon Etxeberria, Basilio Sierra: Feature Subset Selection by Bayesian network-based optimization. Artif. Intell. 123(1-2): 157-184 (2000)
1999
3	EE	Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora: Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit. AIMDM 1999: 366-371
2		Pedro Larrañaga, Cindy M. H. Kuijpers, Roberto H. Murga, Iñaki Inza, S. Dizdarevic: Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators. Artif. Intell. Rev. 13(2): 129-170 (1999)
1	EE	Iñaki Inza, Pedro Larrañaga, Basilio Sierra, Ramon Etxeberria, José Antonio Lozano, José Manuel Peña: Representing the behaviour of supervised classification learning algorithms by Bayesian networks. Pattern Recognition Letters 20(11-13): 1201-1209 (1999)

Coauthor Index

1	Rubén Armañanzas	[22] [26]
2	Concha Bielza	[22]
3	Rosa Blanco	[13] [14] [15] [16] [17] [18] [20]
4	Borja Calvo	[22]
5	Antonio J. Cerrolaza	[17]
6	S. Dizdarevic	[2]
7	Ramon Etxeberria	[1] [4]
8	J. L. Flores	[24]
9	Linda C. van der Gaag	[18]
10	Josu Galdiano	[22]
11	Marcos Girala	[5] [9]
12	Juan José Jiménez	[3] [10]
13	Cindy M. H. Kuijpers	[2]
14	Pedro Larrañaga	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27]
15	Elena Lazkano	[12]
16	José Antonio Lozano (Jose Antonio Lozano)	[1] [8] [19] [22]
17	Aritz Pérez Martínez	[21] [22] [23]
18	Marisa Merino	[5] [9] [12] [20]
19	María Luisa Mora	[3] [10]
20	Roberto H. Murga	[2]
21	José Manuel Peña	[1] [8] [19]
22	Aritz Pérez	[27]
23	Eliseo J. Plasencia	[3] [10]
24	Jorge Quiroga	[5] [9] [12] [20]
25	Pedro Revuelta	[10]
26	Víctor Robles (Victor Robles, Víctor Robles Forcada)	[22]
27	Jose María De la Rosa	[3]
28	Yvan Saeys	[25]
29	Guzmán Santafé	[22]
30	Roberto Santana	[22]
31	Nicolás Serrano	[3] [10]
32	Basilio Sierra	[1] [3] [4] [5] [6] [7] [9] [10] [11] [12] [13] [16]