María Amparo
Alonso Betanzos
Catedrática de Universidad
Enrique
Castillo Ron
Publicaciones en las que colabora con Enrique Castillo Ron (14)
2013
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A minimum volume covering approach with a set of ellipsoids
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, Núm. 12, pp. 2997-3009
2007
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A new wrapper method for feature subset selection
ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks
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Functional network topology learning and sensitivity analysis based on ANOVA decomposition
Neural Computation, Vol. 19, Núm. 1, pp. 231-257
2006
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A very fast learning method for neural networks based on sensitivity analysis
Journal of Machine Learning Research, Vol. 7, pp. 1159-1182
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Functional networks and analysis of variance for feature selection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005
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Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response
IEEE Transactions on Neural Networks, Vol. 16, Núm. 2, pp. 325-337
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Modelling engineering problems using dimensional analysis for feature extraction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004
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A measure of fault tolerance for functional networks
Neurocomputing, Vol. 62, Núm. 1-4, pp. 327-347
2003
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Accurate Initialization of Neural Network Weights by Backpropagation of the Desired Response
Proceedings of the International Joint Conference on Neural Networks
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Linear least-squares based methods for neural networks learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2714, pp. 84-91
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Recovering missing data with functional and Bayesian networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2687, pp. 489-496
2002
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A global optimum approach for one-layer neural networks
Neural Computation, Vol. 14, Núm. 6, pp. 1429-1449
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Local modeling using self-organizing maps and single layer neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2001
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A measure of noise immunity for functional networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)