Guzmán Santafé
Guzmán Santafé
Verified email at unavarra.es
Title
Cited by
Cited by
Year
Machine learning in bioinformatics
P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Briefings in bioinformatics 7 (1), 86-112, 2006
7562006
scmamp: Statistical comparison of multiple algorithms in multiple problems
B Calvo, G Santafé Rodrigo
The R Journal, Vol. 8/1, Aug. 2016, 2016
1262016
Dealing with the evaluation of supervised classification algorithms
G Santafe, I Inza, JA Lozano
Artificial Intelligence Review 44 (4), 467-508, 2015
732015
Bayesian model averaging of naive Bayes for clustering
G Santafé, JA Lozano, P Larrañaga
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
332006
Genetic structure among black grouse in Britain: implications for designing conservation units
J Höglund, JK Larsson, C Corrales, G Santafé, D Baines, G Segelbacher
Animal Conservation 14 (4), 400-408, 2011
302011
’, A. Perez and V. Robles.“
P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Machine learning in bioinformatics”, Briefing in bioinformatics 7 (1), 86-112, 2005
192005
Discriminative learning of Bayesian network classifiers via the TM algorithm
G Santafé, JA Lozano, P Larrañaga
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2005
132005
Discriminative vs. generative learning of bayesian network classifiers
G Santafé, JA Lozano, P Larrañaga
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2007
102007
Inference of population structure using genetic markers and a Bayesian model averaging approach for clustering
G Santafé, JA Lozano, P Larrañaga
Journal of Computational Biology 15 (2), 207-220, 2008
82008
Bayesian Model Averaging of TAN Models for Clustering.
G Santafé, JA Lozano, P Larranaga
Probabilistic Graphical Models, 271-278, 2006
62006
Aprendizaje discriminativo de clasificadores Bayesianos
G Santafé, JA Lozano, P Larranaga
Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial …, 2006
62006
Classifier performance evaluation and comparison
JA Lozano, G Santafé, I Inza
International Conference on Machine Learning and Applications (ICMLA 2010), 2010
52010
An anomaly-based intrusion detection system for IEEE 802.11 networks
LM Torres, E Magana, M Izal, D Morató, G Santafé
2010 IFIP Wireless Days, 1-6, 2010
52010
El algoritmo TM para clasificadores Bayesianos
G Santafé, JA Lozano, P Larranaga
Technical Report EHUKZAA-IK-2/04, University of the Basque Country, 2004
52004
Package ‘scmamp’
B Calvo, G Santafe, MB Calvo
Available online, Accessed on, 2016
32016
Advances on Supervised and Unsupervised Learning of Bayesian Network Models. Application to Population Genetics
G Santafé
Ph. D. thesis, University of the Basque Country, 2007
22007
Clustering of Windows Security Events by Means of Frequent Pattern Mining
R Basagoiti, U Zurutuza, A Aztiria, G Santafé, M Reyes
Computational Intelligence in Security for Information Systems, 19-27, 2009
12009
Honest Evaluation of Classification Models
JA Lozano, G Santafé, I Inza
Asian Conference on Machine Learning (ACML’10), 2010
2010
Discriminative Learning of Bayesian Network Classifiers.
G Santafe, JA Lozano, P Larrañaga
Inteligencia Artif. 10 (29), 39-47, 2006
2006
Full Bayesian Model Averaging of Naïve Bayes for Clustering
G Santafé, JA Lozano, P Larrañaga
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