Navia-Vázquez, A.: search on Z-Library

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1

Support vector machines framework for linear signal processing

J.L. Rojo-Álvarez, G. Camps-Valls, M. Martínez-Ramón, E. Soria-Olivas, A. Navia-Vázquez, A.R. Figueiras-Vidal

Journal:

Signal Processing

Year:

2005

Language:

english

File:

PDF, 301 KB

english, 2005

2

Support vector machine interpretation

A. Navia-Vázquez, E. Parrado-Hernández

Journal:

Year:

2006

Language:

english

File:

PDF, 384 KB

english, 2006

3

Support Vector Machines for Nonlinear Kernel ARMA System Identification

Martinez-Ramon, Manel, Rojo-Alvarez, Jos Luis, Camps-Valls, Gustavo, Munoz-Mari, Jordi, Navia-Vazquez, ngel, Soria-Olivas, Emilio, Figueiras-Vidal, Anbal R.

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 251 KB

english, 2006

4

[IEEE IEEE Region 8 EUROCON 2003. Computer as a Tool. - Ljubljana, Slovenia (22-24 Sept. 2003)] The IEEE Region 8 EUROCON 2003. Computer as a Tool. - Student modeling based on fuzzy inference mechanisms

Kavcic, A., Pedraza-Jimenez, R., Molina-Bulla, H., Valverde-Albacete, F.J., Cid-Sueiro, J., Navia-Vazquez, A.

Year:

2003

Language:

english

File:

PDF, 342 KB

english, 2003

5

Empirical risk minimization for support vector classifiers

Perez-Cruz, F., Navia-Vazquez, A., Figueiras-Vidal, A.R., Artes-Rodriguez, A.

Journal:

IEEE Transactions on Neural Networks

Year:

2003

Language:

english

File:

PDF, 482 KB

english, 2003

6

Distributed Support Vector Machines

Navia-Vazquez, A., Gutierrez-Gonzalez, D., Parrado-Hernandez, E., Navarro-Abellan, J.J.

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 330 KB

english, 2006

7

Weighted least squares training of support vector classifiers leading to compact and adaptive schemes

Navia-Vazquez, A., Perez-Cruz, F., Artes-Rodriguez, A., Figueiras-Vidal, A.R.

Journal:

IEEE Transactions on Neural Networks

Year:

2001

Language:

english

File:

PDF, 318 KB

english, 2001

8

Plant identification via adaptive combination of transversal filters

Jerónimo Arenas-García, Manel Martínez-Ramón, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal

Journal:

Signal Processing

Year:

2006

Language:

english

File:

PDF, 255 KB

english, 2006

9

Adaptive sigmoidal plant identification using reduced sensitivity recursive least squares

A. Navia-Vázquez, R. Díaz-Morales

Journal:

Signal Processing

Year:

2011

Language:

english

File:

PDF, 253 KB

english, 2011

10

Growing support vector classifiers with controlled complexity

E. Parrado-Hernández, I. Mora-Jiménez, J. Arenas-Garcı́a, A.R. Figueiras-Vidal, A. Navia-Vázquez

Journal:

Pattern Recognition

Year:

2003

Language:

english

File:

PDF, 170 KB

english, 2003

11

SVC-based equalizer for burst TDMA transmissions

Fernando Pérez-Cruz, Angel Navia-Vázquez, Pedro Luis Alarcón-Diana, Antonio Artés-Rodrı́guez

Journal:

Signal Processing

Year:

2001

Language:

english

File:

PDF, 167 KB

english, 2001

12

New feature extraction approach for epileptic EEG signal detection using time-frequency distributions

Carlos Guerrero-Mosquera, Armando Malanda Trigueros, Jorge Iriarte Franco, Ángel Navia-Vázquez

Journal:

Medical and Biological Engineering and Computing

Year:

2010

Language:

english

File:

PDF, 733 KB

english, 2010

13

Advantages of Unbiased Support Vector Classifiers for Data Mining Applications

A. Navia-Vázquez, F. Pérez-Cruz, A. Artés-Rodríguez, A.R. Figueiras-Vidal

Journal:

Journal of Signal Processing Systems

Year:

2004

Language:

english

File:

PDF, 449 KB

english, 2004

14

Support vector perceptrons

A. Navia-Vázquez

Journal:

Year:

2007

Language:

english

File:

PDF, 735 KB

english, 2007

15

Compact multi-class support vector machine

A. Navia-Vázquez

Journal:

Year:

2007

Language:

english

File:

PDF, 183 KB

english, 2007

16

Fast error estimation for efficient support vector machine growing

A. Navia-Vázquez, R. Díaz-Morales

Journal:

Year:

2010

Language:

english

File:

PDF, 238 KB

english, 2010

17

On problem-oriented kernel refining

E. Parrado-Hernández, J. Arenas-Garcı́a, I. Mora-Jiménez, A. Navia-Vázquez

Journal:

Year:

2003

Language:

english

File:

PDF, 682 KB

english, 2003

18

Total least squares for block training of neural networks

Angel Navia-Vázquez, Anı́bal R. Figueiras-Vidal

Journal:

Year:

1999

Language:

english

File:

PDF, 135 KB

english, 1999

19

Adaptive One-Class Support Vector Machine

Gomez-Verdejo, V, Arenas-Garcia, J, Lazaro-Gredilla, M, Navia-Vazquez, AÌngel

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 325 KB

english, 2011

20

Combination of Recursive Least $p$-Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise

Navia-Vazquez, Ãngel, Arenas-Garcia, JerÃ³nimo

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 404 KB

english, 2012

21

[IEEE 2000 International Conference on Acoustics, Speech and Signal Processing - Istanbul, Turkey (5-9 June 2000)] 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) - Support vector classifier with hyperbolic tangent penalty function

Perez-Cruz, F., Navia-Vazquez, A., Alarcon-Diana, P.L., Artes-Rodriguez, A.

Year:

2000

Language:

english

File:

PDF, 293 KB

english, 2000

22

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Parallel Semiparametric Support Vector Machines

Diaz-Morales, Roberto, Molina-Bulla, Harold Y., Navia-Vazquez, Angel

Year:

2011

Language:

english

File:

PDF, 286 KB

english, 2011

23

[IEEE Neural Networks for Signal Processing XI: Proceedings of the 2001 IEEE Signal Processing Society Workshop - North Falmouth, MA, USA (10-12 Sept. 2001)] Neural Networks for Signal Processing XI: Proceedings of the 2001 IEEE Signal Processing Society Workshop (IEEE Cat. No.01TH8584) - Unbiased support vector classifiers

Navia-Vazquez, A., Perez-Cruz, F., Artes-Rodriguez, A., Figueiras-Vidal, A.R.

Year:

2001

Language:

english

File:

PDF, 247 KB

english, 2001

24

Adaptive Approximate Kernel Orthogonalization for Antenna Array Processing

Navia-Vazquez, Angel, Martinez-Ramon, Manel, Garcia-Munoz, Luis E., Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Year:

2013

Language:

english

File:

PDF, 2.22 MB

english, 2013

25

Adaptively Combined LMS and Logistic Equalizers

Martinez-Ramon, M., Artes-Rodriguez, A., Navia-Vazquez, A., Figueiras-Vidal, A.R.

Journal:

IEEE Signal Processing Letters

Year:

2004

Language:

english

File:

PDF, 106 KB

english, 2004

26

Approximate Kernel Orthogonalization for Antenna Array Processing

Navia-Vazquez, Angel, Martinez-Ramon, Manel, Garcia-Munoz, Luis Enrique, Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Year:

2010

Language:

english

File:

PDF, 693 KB

english, 2010

27

[IEEE 14th International Conference on Digital Signal Processing (DSP2002) - Santorini, Greece (1-3 July 2002)] 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628) - An adaptive combination of adaptive filters for plant identification

Martinez-Ramon, M., Arenas-Garcia, J., Navia-Vazquez, A., Figueiras-Vidal, A.R.

Year:

2002

Language:

english

File:

PDF, 193 KB

english, 2002

28

Efficient Block Training of Multilayer Perceptrons

Navia-Vázquez, A., Figueiras-Vidal, A. R.

Journal:

Neural Computation

Year:

2000

File:

PDF, 1.38 MB

2000

29

[ACM Press the 2003 ACM symposium - Melbourne, Florida (2003.03.09-2003.03.12)] Proceedings of the 2003 ACM symposium on Applied computing - SAC '03 - InterMediActor

Valverde-Albacete, F. J., Pedraza-Jiménez, R., Cid-Sueiro, J., Molina-Bulla, H., Díaz-Pérez, P., Navia-Vázquez, A.

Year:

2003

Language:

english

File:

PDF, 469 KB

english, 2003

30

Efficient Parallel Implementation of Kernel Methods

Díaz-Morales, Roberto, Navia-Vázquez, Ángel

Journal:

Year:

2016

Language:

english

File:

PDF, 650 KB

english, 2016

31

[IEEE 7th IEEE International Conference on Image Processing - Vancouver, BC, Canada (10-13 Sept. 2000)] Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101) - A new spread spectrum watermarking method with self-synchronization capabilities

Mora-Jimenez, I., Navia-Vazquez, A.

Year:

2000

Language:

english

File:

PDF, 554 KB

english, 2000

32

Training Support Vector Machines with privacy-protected data

González-Serrano, Francisco-Javier, Navia-Vázquez, Ángel, Amor-Martín, Adrián

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 930 KB

english, 2017

33

LIBIRWLS: A parallel IRWLS library for full and budgeted SVMs

Díaz-Morales, Roberto, Navia-Vázquez, Ángel

Journal:

Knowledge-Based Systems

Year:

2017

Language:

english

File:

PDF, 543 KB

english, 2017

34

Distributed Nonlinear Semiparametric Support Vector Machine for Big Data Applications on Spark Frameworks

Diaz-Morales, Roberto, Navia-Vazquez, Angel

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2018

Language:

english

File:

PDF, 2.07 MB

english, 2018