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Guzmán Santafé
Guzmán Santafé
Verified email at unavarra.es
Title
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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
11782006
scmamp: Statistical comparison of multiple algorithms in multiple problems
B Calvo, G Santafé
2802016
Dealing with the evaluation of supervised classification algorithms
G Santafe, I Inza, JA Lozano
Artificial Intelligence Review 44 (4), 467-508, 2015
1742015
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
552023
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
412006
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
402011
’, 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
222005
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
182023
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
162021
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
142005
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
122007
Bayesian Model Averaging of TAN Models for Clustering.
G Santafé, JA Lozano, P Larrañaga
Probabilistic Graphical Models, 271-278, 2006
102006
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
92008
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
82022
Aprendizaje discriminativo de clasificadores Bayesianos
G Santafé Rodrigo, JA Lozano Alonso, P Larrañaga Múgica
Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial …, 2006
82006
Classifier performance evaluation and comparison
JA Lozano, G Santafé, I Inza
International Conference on Machine Learning and Applications (ICMLA 2010), 2010
62010
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
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
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences
C Echegoyen, A Pérez, G Santafé, U Pérez-Goya, MD Ugarte
Statistics and Computing 34 (2), 71, 2024
32024
Package ‘scmamp’
B Calvo, G Santafe, MB Calvo
Available online, Accessed on, 2016
32016
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Articles 1–20