Следене
Oscar Fontenla-Romero
Oscar Fontenla-Romero
Full Professor of Computer Science. University of A Coruña (Spain)
Потвърден имейл адрес: udc.es
Заглавие
Позовавания
Позовавания
Година
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
2102013
An intelligent system for forest fire risk prediction and fire fighting management in Galicia
A Alonso-Betanzos, O Fontenla-Romero, B Guijarro-Berdiñas, ...
Expert systems with applications 25 (4), 545-554, 2003
1812003
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis.
E Castillo, B Guijarro-Berdinas, O Fontenla-Romero, A Alonso-Betanzos, ...
Journal of Machine Learning Research 7 (7), 2006
1792006
A new method for sleep apnea classification using wavelets and feedforward neural networks
O Fontenla-Romero, B Guijarro-Berdinas, A Alonso-Betanzos, ...
Artificial Intelligence in Medicine 34 (1), 65-76, 2005
1232005
Online machine learning
Ó Fontenla-Romero, B Guijarro-Berdiñas, D Martinez-Rego, ...
Efficiency and Scalability Methods for Computational Intellect, 27-54, 2013
1102013
A review of adaptive online learning for artificial neural networks
B Pérez-Sánchez, O Fontenla-Romero, B Guijarro-Berdiñas
Artificial Intelligence Review 49, 281-299, 2018
912018
A global optimum approach for one-layer neural networks
E Castillo, O Fontenla-Romero, B Guijarro-Berdinas, A Alonso-Betanzos
Neural Computation 14 (6), 1429-1449, 2002
782002
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response
D Erdogmus, O Fontenla-Romero, JC Principe, A Alonso-Betanzos, ...
IEEE Transactions on Neural Networks 16 (2), 325-337, 2005
752005
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem
E Hernández-Pereira, JA Suárez-Romero, O Fontenla-Romero, ...
Expert Systems with Applications 36 (7), 10612-10617, 2009
682009
Multispectral classification of grass weeds and wheat (Triticum durum) using linear and nonparametric functional discriminant analysis and neural networks
F LÓPEZ‐GRANADOS, JM PEÑA‐BARRAGÁN, M JURADO‐EXPÓSITO, ...
Weed Research 48 (1), 28-37, 2008
652008
Distributed one-class support vector machine
E Castillo, D Peteiro-Barral, BG Berdiñas, O Fontenla-Romero
International journal of neural systems 25 (07), 1550029, 2015
642015
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system
B Guijarro-Berdiñas, A Alonso-Betanzos, O Fontenla-Romero
Artificial Intelligence 136 (1), 1-27, 2002
632002
A new convex objective function for the supervised learning of single-layer neural networks
O Fontenla-Romero, B Guijarro-Berdiñas, B Pérez-Sánchez, ...
Pattern Recognition 43 (5), 1984-1992, 2010
502010
A robust incremental learning method for non-stationary environments
D Martinez-Rego, B Perez-Sanchez, O Fontenla-Romero, ...
Neurocomputing 74 (11), 1800-1808, 2011
492011
Power wind mill fault detection via one-class ν-SVM vibration signal analysis
D Martinez-Rego, O Fontenla-Romero, A Alonso-Betanzos
The 2011 International Joint Conference on Neural Networks, 511-518, 2011
482011
A linear learning method for multilayer perceptrons using least-squares
B Guijarro-Berdiñas, O Fontenla-Romero, B Pérez-Sánchez, P Fraguela
Intelligent Data Engineering and Automated Learning-IDEAL 2007: 8th …, 2007
462007
Dealing with inter-expert variability in retinopathy of prematurity: a machine learning approach
V Bolón-Canedo, E Ataer-Cansizoglu, D Erdogmus, J Kalpathy-Cramer, ...
Computer methods and programs in biomedicine 122 (1), 1-15, 2015
412015
A neural network approach for forestal fire risk estimation
A Alonso-Betanzos, O Fontenla-Romero, B Guijarro-Berdinas, ...
ECAI, 643-647, 2002
412002
Adaptive inverse control using an online learning algorithm for neural networks
JL Calvo-Rolle, O Fontenla-Romero, B Pérez-Sánchez, ...
Informatica 25 (3), 401-414, 2014
402014
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
392017
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