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Guzmán Santafé
Guzmán Santafé
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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
10462006
scmamp: Statistical comparison of multiple algorithms in multiple problems
B Calvo, G Santafé Rodrigo
The R Journal, Vol. 8/1, Aug. 2016, 2016
2312016
Dealing with the evaluation of supervised classification algorithms
G Santafe, I Inza, JA Lozano
Artificial Intelligence Review 44, 467-508, 2015
1292015
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
392006
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
372011
’, A. Perez and V. Robles.“
P Larrañaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Machine learning in bioinformatics”, Briefing in bioinformatics 7 (1), 86-112, 2005
242005
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
Dealing with risk discontinuities to estimate cancer mortality risks when the number of small areas is large
G Santafé, A Adin, D Lee, MD Ugarte
Statistical Methods in Medical Research 30 (1), 6-21, 2021
122021
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
Bayesian Model Averaging of TAN Models for Clustering.
G Santafé, JA Lozano, P Larrañaga
Probabilistic Graphical Models, 271-278, 2006
92006
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
Aprendizaje discriminativo de clasificadores Bayesianos
G Santafé, JA Lozano, P Larranaga
Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial …, 2006
72006
Association of intrinsic capacity with incidence and mortality of cardiovascular disease: Prospective study in UK Biobank
R Ramírez‐Vélez, M Iriarte‐Fernández, G Santafé, A Malanda, JR Beard, ...
Journal of Cachexia, Sarcopenia and Muscle 14 (5), 2054-2063, 2023
62023
El algoritmo TM para clasificadores Bayesianos
G Santafé, JA Lozano, P Larranaga
Technical Report EHUKZAA-IK-2/04, University of the Basque Country, 2004
62004
Identifying extreme COVID-19 mortality risks in English small areas: a disease cluster approach
A Adin, P Congdon, G Santafé, MD Ugarte
Stochastic Environmental Research and Risk Assessment 36 (10), 2995-3010, 2022
52022
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 Magaña, M Izal, D Morató, G Santafé
2010 IFIP Wireless Days, 1-6, 2010
52010
Package ‘scmamp’
B Calvo, G Santafe, MB Calvo
Available online, Accessed on, 2016
32016
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: CISIS’09 …, 2009
32009
Association of intrinsic capacity with respiratory disease mortality
R Ramírez-Vélez, M Iriarte-Fernandez, G Santafé, A Malanda, JR Beard, ...
Respiratory Medicine 212, 107243, 2023
22023
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