Multispectral classification of grass weeds and wheat (Triticum durum) using linear and nonparametric functional discriminant analysis and neural networks
LÓPEZ-GRANADOS, F, PEÑA-BARRAGÁN, J.M, JURADO-EXPÓSITO, M, Francisco-FERNÁNDEZ, M, CAO, R, ALONSO-BETANZOS, A, FONTENLA-ROMERO, O
Published in Weed research (01.02.2008)
Published in Weed research (01.02.2008)
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Journal Article
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach
Bolón-Canedo, V, Ataer-Cansizoglu, E, Erdogmus, D, Kalpathy-Cramer, J, Fontenla-Romero, O, Alonso-Betanzos, A, Chiang, M.F
Published in Computer methods and programs in biomedicine (01.10.2015)
Published in Computer methods and programs in biomedicine (01.10.2015)
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Journal Article
Stream change detection via passive-aggressive classification and Bernoulli CUSUM
Martínez-Rego, D., Fernández-Francos, D., Fontenla-Romero, O., Alonso-Betanzos, A.
Published in Information sciences (01.06.2015)
Published in Information sciences (01.06.2015)
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Journal Article
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization
Sánchez-Maroño, N., Alonso-Betanzos, A., Fontenla-Romero, O., Brinquis-Núñez, C., Polhill, J. G., Craig, T., Dumitru, A., García-Mira, R.
Published in Neural processing letters (01.08.2015)
Published in Neural processing letters (01.08.2015)
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Journal Article
Adaptive pattern recognition in the analysis of cardiotocographic records
Fontenla-Romero, O., Alonso-Betanzos, A., Guijarro-Berdinas, B.
Published in IEEE transactions on neural networks (01.09.2001)
Published in IEEE transactions on neural networks (01.09.2001)
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Journal Article
Power wind mill fault detection via one-class ν-SVM vibration signal analysis
Martinez-Rego, D., Fontenla-Romero, O., Alonso-Betanzos, Amparo
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
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Conference Proceeding
An intelligent system for forest fire risk prediction and fire fighting management in Galicia
Alonso-Betanzos, Amparo, Fontenla-Romero, Oscar, Guijarro-Berdiñas, Bertha, Hernández-Pereira, Elena, Inmaculada Paz Andrade, Marı́a, Jiménez, Eulogio, Luis Legido Soto, Jose, Carballas, Tarsy
Published in Expert systems with applications (01.11.2003)
Published in Expert systems with applications (01.11.2003)
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Journal Article
A Global Optimum Approach for One-Layer Neural Networks
Castillo, Enrique, Fontenla-Romero, Oscar, Guijarro-Berdiñas, Bertha, Alonso-Betanzos, Amparo
Published in Neural computation (01.06.2002)
Published in Neural computation (01.06.2002)
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Journal Article
Accurate initialization of neural network weights by backpropagation of the desired response
Erdogmus, D., Fontenla-Romero, O., Principe, J.C., Alonso-Betanzos, A., Castillo, E., Jenssen, R.
Published in Proceedings of the International Joint Conference on Neural Networks, 2003 (2003)
Published in Proceedings of the International Joint Conference on Neural Networks, 2003 (2003)
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Conference Proceeding
A measure of fault tolerance for functional networks
Fontenla-Romero, Oscar, Castillo, Enrique, Alonso-Betanzos, Amparo, Guijarro-Berdiñas, Bertha
Published in Neurocomputing (Amsterdam) (01.12.2004)
Published in Neurocomputing (Amsterdam) (01.12.2004)
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Journal Article
A new supervised local modelling classifier based on information theory
Martinez-Rego, D., Fontenla-Romero, O., Porto-Diaz, I., Alonso-Betanzos, A.
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
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Conference Proceeding