BASILIO
SIERRA ARAUJO
PROFESORADO CATEDRATICO/A DE UNIVERSIDAD
PEDRO MARIA
LARRAÑAGA MUGICA
Researcher in the period 2004-2008
Publications by the researcher in collaboration with PEDRO MARIA LARRAÑAGA MUGICA (15)
2004
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Gene selection for cancer classification using wrapper approaches
International Journal of Pattern Recognition and Artificial Intelligence, Vol. 18, Núm. 8, pp. 1373-1390
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Learning bayesian networks in the space of orderings with estimation of distribution algorithms
International Journal of Pattern Recognition and Artificial Intelligence, Vol. 18, Núm. 4, pp. 607-625
2002
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Gene selection by sequential search wrapper approaches in microarray cancer class prediction
Journal of Intelligent and Fuzzy Systems, Vol. 12, Núm. 1 SPEC., pp. 25-33
2001
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Feature subset selection by Bayesian networks: A comparison with genetic and sequential algorithms
International Journal of Approximate Reasoning, Vol. 27, Núm. 2, pp. 143-164
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On applying supervised classification techniques in medicine
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Prototype selection and feature subset selection by estimation of distribution algorithms. A case study in the survival of cirrhotic patients treated with TIPS?
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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, Vol. 22, Núm. 3, pp. 233-248
2000
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Feature Subset Selection by Bayesian network-based optimization
Artificial Intelligence, Vol. 123, Núm. 1-2, pp. 157-184
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Feature subset selection using probabilistic tree structures. A case study in the survival of cirrhotic patients treated with TIPS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Medical bayes networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1999
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Machine learning inspired approaches to combine standard medical measures at an intensive care unit
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Representing the behaviour of supervised classification learning algorithms by Bayesian networks
Pattern Recognition Letters, Vol. 20, Núm. 11-13, pp. 1201-1209
1998
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Predicting survival in malignant skin melanoma using bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches
Artificial Intelligence in Medicine, Vol. 14, Núm. 1-2, pp. 215-230
1997
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Bayesian networks, rule induction and logistic regression in the prediction of women survival suffering from breast cancer
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Learning bayesian networks by genetic algorithms: A case study in the prediction of survival in malignant skin melanoma
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)