Basilio Sierra

2008
37	EE	Oscar Mena, Luis Unzueta, Basilio Sierra, Luis Matey: Temporal Nearest End-Effectors for Real-Time Full-Body Human Actions Recognition. AMDO 2008: 269-278
36	EE	Luis Unzueta, Oscar Mena, Basilio Sierra, Angel Suescun: Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition. AMDO 2008: 390-399
35	EE	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitza Jauregi, Y. Yurramendi: Analyzing Classifier Hierarchy Multiclassifier Learning. CIARP 2008: 775-782
34	EE	Ekaitza Jauregi, Elena Lazkano, José María Martínez-Otzeta, Basilio Sierra: Visual Approaches for Handle Recognition. EUROS 2008: 313-322
2007
33	EE	José Daniel Gómez de Segura, Rosa Peral, Sara Sillaurren, Estíbaliz Garrote, Basilio Sierra: Using Virtual Reality for Gesture and Vocal Interface Validation in Industrial Environments. ICAT 2007: 294-295
32	EE	Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay: Application of Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Speech. NOLISP 2007: 273-281
31	EE	Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay: A Comparison Using Different Speech Parameters in the Automatic Emotion Recognition Using Feature Subset Selection Based on Evolutionary Algorithms. TSD 2007: 423-430
30	EE	Elena Lazkano, Basilio Sierra, Aitzol Astigarraga, José María Martínez-Otzeta: On the use of Bayesian Networks to develop behaviours for mobile robots. Robotics and Autonomous Systems 55(3): 253-265 (2007)
2006
29	EE	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitza Jauregi: On a Unified Framework for Sampling With and Without Replacement in Decision Tree Ensembles. AIMSA 2006: 118-127
28	EE	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga: K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results. Selected Papers from AusDM 2006: 53-63
27	EE	Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay: Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Spoken Spanish and Standard Basque Language. TSD 2006: 565-572
26		Elena Lazkano, Aitzol Astigarraga, Ekaitza Jauregi, Basilio Sierra, José María Martínez-Otzeta: Environment Representation by Behavior Decomposition. Workshop de Agentes Físicos 2006: 101-108
25	EE	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga: Classifier hierarchy learning by means of genetic algorithms. Pattern Recognition Letters 27(16): 1998-2004 (2006)
2005
24	EE	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano: Image Analysis and Automatic Surface Identification by a Bi-level Multi-classifier. BVAI 2005: 467-476
23	EE	M. Ardaiz, Aitzol Astigarraga, Elena Lazkano, Basilio Sierra, José María Martínez-Otzeta, Ekaitza Jauregi: Adapting the Point of View for Behavior-Based Navigation. CAEPIA 2005: 69-78
2004
22	EE	Julio Abascal, Elena Lazkano, Basilio Sierra: Behavior-Based Indoor Navigation. Ambient Intelligence for Scientific Discovery 2004: 263-285
21	EE	Elena Lazkano, Aitzol Astigarraga, Basilio Sierra, José María Martínez-Otzeta, Iñaki Rañó: Natural Landmark Based Navigation. Australian Conference on Artificial Intelligence 2004: 742-753
20	EE	Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Aitzol Astigarraga: Combining Bayesian Networks, k Nearest Neighbours Algorithm and Attribute Selection for Gene Expression Data Analysis. Australian Conference on Artificial Intelligence 2004: 86-97
19		José María Martínez-Otzeta, Basilio Sierra: Analysis of the Iterated Probabilistic Weighted K Nearest Neighbor Method, a new Distance-Based Algorithm. ICEIS (2) 2004: 233-240
18	EE	Txomin Romero, Pedro Larrañaga, Basilio Sierra: Learning Bayesian Networks In The Space Of Orderings With Estimation Of Distribution Algorithms. IJPRAI 18(4): 607-625 (2004)
17	EE	Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra: Gene Selection For Cancer Classification Using Wrapper Approaches. IJPRAI 18(8): 1373-1390 (2004)
2003
16	EE	Elena Lazkano, Basilio Sierra: BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms. EPIA 2003: 171-183
2002
15	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
14	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
13		Basilio Sierra, Iñaki Rañó, Elena Lazkano, Unai Gisasola: Machine Learning Approaches for Image Analysis: Recognition of Hand Orders by a Mobile Robot. ICEIS (1) 2001: 330-335
12	EE	Basilio Sierra, Iñaki Inza, Pedro Larrañaga: On Applying Supervised Classification Techniques in Medicine. ISMDA 2001: 14-19
11		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)
10		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)
9	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
8	EE	Basilio Sierra, Iñaki Inza, Pedro Larrañaga: Medical Bayes Networks. ISMDA 2000: 4-14
7	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
6	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
5	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
4	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)
1998
3		Basilio Sierra, Pedro Larrañaga: Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches. Artificial Intelligence in Medicine 14(1-2): 215-230 (1998)
1997
2		Pedro Larrañaga, Basilio Sierra, Miren J. Gallego, Maria J. Michelena, Juan M. Picaza: Learning Bayesisan Networks by Genetic Algorithms: A Case Study in the Prediction of Survival in Malignant Skin Melanoma. AIME 1997: 261-272
1		Pedro Larrañaga, Miren J. Gallego, Basilio Sierra, L. Urkola, Maria J. Michelena: Bayesian Networks, Rule Induction and Logistic Regression in the Prediction of the Survival of Women Suffering from Breast Cancer. EPIA 1997: 303-308

Coauthor Index

1	Julio Abascal	[22]
2	Aitor Álvarez	[27] [31] [32]
3	M. Ardaiz	[23]
4	Andoni Arruti	[27] [31] [32]
5	Aitzol Astigarraga	[20] [21] [23] [25] [26] [28] [30]
6	Rosa Blanco	[15] [17]
7	Idoia Cearreta	[27] [31] [32]
8	Ramon Etxeberria	[4] [6]
9	Miren J. Gallego	[1] [2]
10	Nestor Garay-Vitoria (Nestor Garay)	[27] [31] [32]
11	Estíbaliz Garrote	[33]
12	Marcos Girala	[7] [10]
13	Unai Gisasola	[13]
14	Iñaki Inza	[4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [17]
15	Ekaitza Jauregi	[23] [26] [29] [34] [35]
16	Juan José Jiménez	[5] [11]
17	Pedro Larrañaga	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [17] [18]
18	Elena Lazkano	[13] [14] [16] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [34] [35]
19	Juan Miguel López	[27] [31] [32]
20	José Antonio Lozano (Jose Antonio Lozano)	[4]
21	José María Martínez-Otzeta	[19] [20] [21] [23] [24] [25] [26] [28] [29] [30] [34] [35]
22	Luis Matey	[37]
23	Oscar Mena	[36] [37]
24	Marisa Merino	[7] [10] [14]
25	Maria J. Michelena	[1] [2]
26	María Luisa Mora	[5] [11]
27	José Manuel Peña	[4]
28	Rosa Peral	[33]
29	Juan M. Picaza	[2]
30	Eliseo J. Plasencia	[5] [11]
31	Jorge Quiroga	[7] [10] [14]
32	Iñaki Rañó	[13] [21]
33	Pedro Revuelta	[11]
34	Txomin Romero	[18]
35	Jose María De la Rosa	[5]
36	José Daniel Gómez de Segura	[33]
37	Nicolás Serrano	[5] [11]
38	Sara Sillaurren	[33]
39	Angel Suescun	[36]
40	Luis Unzueta	[36] [37]
41	L. Urkola	[1]
42	Y. Yurramendi	[35]

Colors in the list of coauthors