Distributed Support Vector Machines
Navia-Vazquez, A., Gutierrez-Gonzalez, D., Parrado-Hernandez, E., Navarro-Abellan, J. J.
Published in IEEE transactions on neural networks (01.07.2006)
Published in IEEE transactions on neural networks (01.07.2006)
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Journal Article
Empirical risk minimization for support vector classifiers
Perez-Cruz, F., Navia-Vazquez, A., Figueiras-Vidal, A.R., Artes-Rodriguez, A.
Published in IEEE transactions on neural networks (01.03.2003)
Published in IEEE transactions on neural networks (01.03.2003)
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Journal Article
Adaptively combined LMS and logistic equalizers
Martinez-Ramon, M., Artes-Rodriguez, A., Navia-Vazquez, A., Figueiras-Vidal, A.R.
Published in IEEE signal processing letters (01.10.2004)
Published in IEEE signal processing letters (01.10.2004)
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Journal Article
Support vector machines framework for linear signal processing
Rojo-Álvarez, J.L., Camps-Valls, G., Martínez-Ramón, M., Soria-Olivas, E., Navia-Vázquez, A., Figueiras-Vidal, A.R.
Published in Signal processing (01.12.2005)
Published in Signal processing (01.12.2005)
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Journal Article
Growing support vector classifiers with controlled complexity
Parrado-Hernández, E., Mora-Jiménez, I., Arenas-Garcı́a, J., Figueiras-Vidal, A.R., Navia-Vázquez, A.
Published in Pattern recognition (01.07.2003)
Published in Pattern recognition (01.07.2003)
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Journal Article
Multi-kernel Growing Support Vector Regressor
Gutiérrez-González, D., Parrado-Hernández, E., Navia-Vázquez, A.
Published in Computational Intelligence and Bioinspired Systems (2005)
Published in Computational Intelligence and Bioinspired Systems (2005)
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Book Chapter
Conference Proceeding
Support vector classifier with hyperbolic tangent penalty function
Perez-Cruz, F., Navia-Vazquez, A., Alarcon-Diana, P.L., Artes-Rodriguez, A.
Published in 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) (2000)
Published in 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) (2000)
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Conference Proceeding
An adaptive combination of adaptive filters for plant identification
Martinez-Ramon, M., Arenas-Garcia, J., Navia-Vazquez, A., Figueiras-Vidal, A.R.
Published in 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628) (2002)
Published in 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628) (2002)
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Conference Proceeding
Approximate Kernel Orthogonalization for Antenna Array Processing
Navia-Vazquez, A, Martinez-Ramon, M, Garcia-Munoz, L E, Christodoulou, C G
Published in IEEE transactions on antennas and propagation (01.12.2010)
Published in IEEE transactions on antennas and propagation (01.12.2010)
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Journal Article
On problem-oriented kernel refining
Parrado-Hernández, E., Arenas-Garcı́a, J., Mora-Jiménez, I., Navia-Vázquez, A.
Published in Neurocomputing (Amsterdam) (01.09.2003)
Published in Neurocomputing (Amsterdam) (01.09.2003)
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Journal Article