Artykuły udostępnione publicznie: - Amparo Alonso-BetanzosWięcej informacji
Niedostępne w żadnym miejscu: 27
Automatic bearing fault diagnosis based on one-class ν-SVM
D Fernández-Francos, D Martínez-Rego, O Fontenla-Romero, ...
Computers & Industrial Engineering 64 (1), 357-365, 2013
Upoważnienia: Government of Spain
An ensemble of filters and classifiers for microarray data classification
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Pattern Recognition 45 (1), 531-539, 2012
Upoważnienia: Government of Spain
Distributed feature selection: An application to microarray data classification
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
Applied soft computing 30, 136-150, 2015
Upoważnienia: Government of Spain
A framework for cost-based feature selection
V Bolón-Canedo, I Porto-Díaz, N Sánchez-Maroño, A Alonso-Betanzos
Pattern Recognition 47 (7), 2481-2489, 2014
Upoważnienia: Government of Spain
Data classification using an ensemble of filters
V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos
Neurocomputing 135, 13-20, 2014
Upoważnienia: Government of Spain
Centralized vs. distributed feature selection methods based on data complexity measures
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Knowledge-based systems 117, 27-45, 2017
Upoważnienia: Government of Spain
On the use of feature selection to improve the detection of sea oil spills in SAR images
D Mera, V Bolon-Canedo, JM Cotos, A Alonso-Betanzos
Computers & Geosciences 100, 166-178, 2017
Upoważnienia: Government of Spain
Can classification performance be predicted by complexity measures? A study using microarray data
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Knowledge and Information Systems 51, 1067-1090, 2017
Upoważnienia: Government of Spain
One-class convex hull-based algorithm for classification in distributed environments
D Fernández-Francos, O Fontenla-Romero, A Alonso-Betanzos
IEEE Transactions on Systems, Man, and Cybernetics: Systems 50 (2), 386-396, 2017
Upoważnienia: Government of Spain
Biases in feature selection with missing data
B Seijo-Pardo, A Alonso-Betanzos, KP Bennett, V Bolon-Canedo, J Josse, ...
Neurocomputing 342, 97-112, 2019
Upoważnienia: Government of Spain
Efficiency of local models ensembles for time series prediction
D Martínez-Rego, O Fontenla-Romero, A Alonso-Betanzos
Expert Systems with Applications 38 (6), 6884-6894, 2011
Upoważnienia: Government of Spain
A study of performance on microarray data sets for a classifier based on information theoretic learning
I Porto-Diaz, V Bolon-Canedo, A Alonso-Betanzos, O Fontenla-Romero
Neural Networks 24 (8), 888-896, 2011
Upoważnienia: Government of Spain
Applying machine learning to detect early stages of cardiac remodelling and dysfunction
F Sabovčik, N Cauwenberghs, D Kouznetsov, F Haddad, ...
European Heart Journal-Cardiovascular Imaging 22 (10), 1208-1217, 2021
Upoważnienia: Research Foundation (Flanders)
A unified pipeline for online feature selection and classification
V Bolon-Canedo, D Fernandez-Francos, D Peteiro-Barral, ...
Expert Systems with Applications 55, 532-545, 2016
Upoważnienia: Government of Spain
A distributed feature selection approach based on a complexity measure
V Bolón-Canedo, N Sánchez-Maroño, A Alonso-Betanzos
International work-conference on artificial neural networks, 15-28, 2015
Upoważnienia: Government of Spain
Stream change detection via passive-aggressive classification and Bernoulli CUSUM
D Martínez-Rego, D Fernández-Francos, O Fontenla-Romero, ...
Information Sciences 305, 130-145, 2015
Upoważnienia: Government of Spain
Nonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenarios
D Martínez-Rego, O Fontenla-Romero, A Alonso-Betanzos
Pattern Recognition 45 (12), 4536-4546, 2012
Upoważnienia: Government of Spain
A time efficient approach for distributed feature selection partitioning by features
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Conference of the Spanish association for artificial intelligence, 245-254, 2015
Upoważnienia: Government of Spain
An insight on complexity measures and classification in microarray data
V Bolon-Canedo, L Moran-Fernandez, A Alonso-Betanzos
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
Upoważnienia: Government of Spain
Toward the scalability of neural networks through feature selection
D Peteiro-Barral, V Bolón-Canedo, A Alonso-Betanzos, ...
Expert Systems with Applications 40 (8), 2807-2816, 2013
Upoważnienia: Government of Spain
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