Guzmán Santafé

15 papers C 2Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decentralized Federated Learning of Probabilistic Generative Classifiers.
CoRR
Aritz Pérez, Carlos Echegoyen, Guzmán Santafé
2024 J jnl
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences.
Stat. Comput.
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
2024 J jnl
Risk-based Calibration for Probabilistic Classifiers.
CoRR
Aritz Pérez, Carlos Echegoyen, Guzmán Santafé
2022 J jnl
Semantic Clustering of a Sequence of Satellite Images.
CoRR
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
2016 J jnl
scmamp: Statistical Comparison of Multiple Algorithms in Multiple Problems.
R J.
Borja Calvo, Guzmán Santafé
2015 J jnl
Dealing with the evaluation of supervised classification algorithms.
Artif. Intell. Rev.
Guzmán Santafé, Iñaki Inza, José Antonio Lozano
2010 — conf
An anomaly-based intrusion detection system for IEEE 802.11 networks.
Wireless Days
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morató, Guzmán Santafé
2009 Misc conf
Clustering of Windows Security Events by Means of Frequent Pattern Mining.
CISIS
Rosa Basagoiti, Urko Zurutuza, Asier Aztiria, Guzmán Santafé, Mario Reyes
2008 J jnl
Inference of Population Structure Using Genetic Markers and a Bayesian Model Averaging Approach for Clustering.
J. Comput. Biol.
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
2007 C conf
Discriminative vs. Generative Learning of Bayesian Network Classifiers.
ECSQARU
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
2006 J jnl
Bayesian Model Averaging of Naive Bayes for Clustering.
IEEE Trans. Syst. Man Cybern. Part B
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
2006 — conf
Bayesian Model Averaging of TAN Models for Clustering.
Probabilistic Graphical Models
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
2006 J jnl
Discriminative Learning of Bayesian Network Classifiers.
Inteligencia Artif.
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga
2006 J jnl
Machine learning in bioinformatics.
Briefings Bioinform.
Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles
2005 C conf
Discriminative Learning of Bayesian Network Classifiers via the TM Algorithm.
ECSQARU
Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga