Guzmán Santafé

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 3

Top Topics

Semantic Analysis

Supervised Classification

Satellite Images

Top Venues

Artif. Intell. Rev.

Publications

Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences. Stat. Comput. 34 (2) (2024)
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
Semantic Clustering of a Sequence of Satellite Images. CoRR (2022)
Borja Calvo, Guzmán Santafé
scmamp: Statistical Comparison of Multiple Algorithms in Multiple Problems. R J. 8 (1) (2016)
Guzmán Santafé, Iñaki Inza, José Antonio Lozano
Dealing with the evaluation of supervised classification algorithms. Artif. Intell. Rev. 44 (4) (2015)
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morató, Guzmán Santafé
An anomaly-based intrusion detection system for IEEE 802.11 networks. Wireless Days (2010)
Rosa Basagoiti, Urko Zurutuza, Asier Aztiria, Guzmán Santafé, Mario Reyes
Clustering of Windows Security Events by Means of Frequent Pattern Mining. CISIS (2009)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Inference of Population Structure Using Genetic Markers and a Bayesian Model Averaging Approach for Clustering. J. Comput. Biol. 15 (2) (2008)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Discriminative vs. Generative Learning of Bayesian Network Classifiers. ECSQARU (2007)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Bayesian Model Averaging of Naive Bayes for Clustering. IEEE Trans. Syst. Man Cybern. Part B 36 (5) (2006)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Bayesian Model Averaging of TAN Models for Clustering. Probabilistic Graphical Models (2006)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Discriminative Learning of Bayesian Network Classifiers. Inteligencia Artif. 10 (29) (2006)
Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles
Machine learning in bioinformatics. Briefings Bioinform. 7 (1) (2006)
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
Discriminative Learning of Bayesian Network Classifiers via the TM Algorithm. ECSQARU (2005)