Basilio Sierra Araujo
Basilio Sierra Araujo
Professor of the Computer Sciences and Artificial Intelligen Department, University of the Basque Country
Verified email at - Homepage
Cited by
Cited by
Feature subset selection by Bayesian network-based optimization
I Inza, P Larrañaga, R Etxeberria, B Sierra
Artificial intelligence 123 (1-2), 157-184, 2000
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0
A Diez-Olivan, J Del Ser, D Galar, B Sierra
Information Fusion 50, 92-111, 2019
Human–robot collaboration in industrial applications: Safety, interaction and trust
I Maurtua, A Ibarguren, J Kildal, L Susperregi, B Sierra
International Journal of Advanced Robotic Systems 14 (4), 1729881417716010, 2017
Gene selection by sequential search wrapper approaches in microarray cancer class prediction
I Inza, B Sierra, R Blanco, P Larrañaga
Journal of Intelligent & Fuzzy Systems 12 (1), 25-33, 2002
Learning Bayesian networks in the space of structures by estimation of distribution algorithms
R Blanco, I Inza, P Larranaga
International journal of intelligent systems 18 (2), 205-220, 2003
Gene selection for cancer classification using wrapper approaches
R Blanco, P Larrañaga, I Inza, B Sierra
International Journal of Pattern Recognition and Artificial Intelligence 18 …, 2004
Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches
B Sierra, P Larranaga
Artificial intelligence in Medicine 14 (1-2), 215-230, 1998
Aprendizaje automático: conceptos básicos y avanzados: aspectos prácticos utilizando el software Weka
BS Araujo
España: Pearson Prentice Hall, 2006
Feature subset selection by bayesian networks: a comparison with genetic and sequential algorithms
I Inza, P Larrañaga, B Sierra
International Journal of Approximate Reasoning 27 (2), 143-164, 2001
Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept
S Ferreiro, A Arnaiz, B Sierra, I Irigoien
Expert Systems with Applications 39 (7), 6402-6418, 2012
Feature subset selection by genetic algorithms and estimation of distribution algorithms: A case study in the survival of cirrhotic patients treated with TIPS
I Inza, M Merino, P Larrañaga, J Quiroga, B Sierra, M Girala
Artificial Intelligence in Medicine 23 (2), 187-205, 2001
Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data
B Sierra, N Serrano, P Larrañaga, EJ Plasencia, I Inza, JJ Jiménez, ...
Artificial Intelligence in Medicine 22 (3), 233-248, 2001
Learning Bayesian networks by genetic algorithms: a case study in the prediction of survival in malignant skin melanoma
P Larranaga, B Sierra, MJ Gallego, MJ Michelena, JM Picaza
Conference on Artificial Intelligence in Medicine in Europe, 261-272, 1997
On the use of Bayesian Networks to develop behaviours for mobile robots
E Lazkano, B Sierra, A Astigarraga, JM Martinez-Otzeta
Robotics and Autonomous Systems 55 (3), 253-265, 2007
Data mining for quality control: Burr detection in the drilling process
S Ferreiro, B Sierra, I Irigoien, E Gorritxategi
Computers & Industrial Engineering 60 (4), 801-810, 2011
Learning to traverse doors using visual information
I Monasterio, E Lazkano, I Rañó, B Sierra
Mathematics and computers in simulation 60 (3-5), 347-356, 2002
Ambient Intelligence in Everyday Life: Foreword by Emile Aarts
Y Cai, J Abascal
Springer, 2006
Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score
A Diez-Olivan, JA Pagan, R Sanz, B Sierra
Neurocomputing 241, 97-107, 2017
RGB-D, laser and thermal sensor fusion for people following in a mobile robot
L Susperregi, JM Martínez-Otzeta, A Ansuategui, A Ibarguren, B Sierra
International Journal of Advanced Robotic Systems 10 (6), 271, 2013
Prototype selection and feature subset selection by estimation of distribution algorithms. a case study in the survival of cirrhotic patients treated with tips
B Sierra, E Lazkano, I Inza, M Merino, P Larranaga, J Quiroga
Conference on artificial intelligence in medicine in Europe, 20-29, 2001
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