-
1
-
-
34147135988
-
Non-linear system identification with composite relevance vector machines
-
Camps-Valls G., Martínez-Ramón M., Rojo-Álvarez J.L., and Muñoz-Marí J. Non-linear system identification with composite relevance vector machines. IEEE Signal Process. Lett. 14 4 (2007) 279-282
-
(2007)
IEEE Signal Process. Lett.
, vol.14
, Issue.4
, pp. 279-282
-
-
Camps-Valls, G.1
Martínez-Ramón, M.2
Rojo-Álvarez, J.L.3
Muñoz-Marí, J.4
-
2
-
-
8644276264
-
Robust γ-filter using support vector machines
-
Camps-Valls G., Martínez-Ramón M., Rojo-Álvarez J.L., and Soria-Olivas E. Robust γ-filter using support vector machines. Neurocomput. J. 62 12 (2004) 493-499
-
(2004)
Neurocomput. J.
, vol.62
, Issue.12
, pp. 493-499
-
-
Camps-Valls, G.1
Martínez-Ramón, M.2
Rojo-Álvarez, J.L.3
Soria-Olivas, E.4
-
5
-
-
0031632516
-
-
P.M.L. Drezet, R.F. Harrison, Support vector machines for system identification, in: UKACC International Conference on Control '98, vol. 1, Swansea, UK, September 1998, pp. 688-692.
-
P.M.L. Drezet, R.F. Harrison, Support vector machines for system identification, in: UKACC International Conference on Control '98, vol. 1, Swansea, UK, September 1998, pp. 688-692.
-
-
-
-
6
-
-
0038259114
-
Class of kernels for machine learning: a statistics perspective
-
Genton M.G. Class of kernels for machine learning: a statistics perspective. J. Mach. Learn. Res. 2 (2001)
-
(2001)
J. Mach. Learn. Res.
, vol.2
-
-
Genton, M.G.1
-
7
-
-
0035555821
-
Support vector regression for black-box system identification
-
Gretton A., Doucet A., Herbrich R., Rayner P.J.W., and Schölkopf B. Support vector regression for black-box system identification. Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing (2001) 341-344
-
(2001)
Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing
, pp. 341-344
-
-
Gretton, A.1
Doucet, A.2
Herbrich, R.3
Rayner, P.J.W.4
Schölkopf, B.5
-
9
-
-
4544261737
-
A study of various composite kernels for kernel eigenvoice speaker adaptation
-
IEEE Press, New York
-
Mak B., Kwok J.T., and Ho S. A study of various composite kernels for kernel eigenvoice speaker adaptation. IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP04 vol. 1 (May 2004), IEEE Press, New York 325-328
-
(2004)
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP04
, vol.1
, pp. 325-328
-
-
Mak, B.1
Kwok, J.T.2
Ho, S.3
-
10
-
-
34147187067
-
Support vector machines for nonlinear kernel ARMA system identification
-
Martínez-Ramón M., Rojo-Álvarez J.L., Camps-Valls G., Navia-Vázquez A., Soria-Olivas E., and Figueiras-Vidal A.R. Support vector machines for nonlinear kernel ARMA system identification. IEEE Trans. Neural Networks 17 6 (2006) 1617-1622
-
(2006)
IEEE Trans. Neural Networks
, vol.17
, Issue.6
, pp. 1617-1622
-
-
Martínez-Ramón, M.1
Rojo-Álvarez, J.L.2
Camps-Valls, G.3
Navia-Vázquez, A.4
Soria-Olivas, E.5
Figueiras-Vidal, A.R.6
-
11
-
-
0031375732
-
Nonlinear prediction of chaotic time series using a support vector machine
-
Principe J., Gile L., Morgan N., and Wilson E. (Eds), IEEE, New York
-
Mukherjee S., Osuna E., and Girosi F. Nonlinear prediction of chaotic time series using a support vector machine. In: Principe J., Gile L., Morgan N., and Wilson E. (Eds). Neural Networks for Signal Processing VII-Proceedings of the 1997 IEEE Workshop (1997), IEEE, New York
-
(1997)
Neural Networks for Signal Processing VII-Proceedings of the 1997 IEEE Workshop
-
-
Mukherjee, S.1
Osuna, E.2
Girosi, F.3
-
12
-
-
8644231232
-
-
M. Palkar, J. Principe, Echo cancellation with the gamma filter, in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, ICASSP94, vol. 3, Adelaide, Australia, 1994, pp. 369-372.
-
M. Palkar, J. Principe, Echo cancellation with the gamma filter, in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, ICASSP94, vol. 3, Adelaide, Australia, 1994, pp. 369-372.
-
-
-
-
13
-
-
58149467583
-
The gamma MLP using multiple temporal resolutions for improved classification
-
Principe J., Giles L., Morgan N., Wilson E., Lawrence S., Back A.D., Tsoi A.C., and Giles C.L. The gamma MLP using multiple temporal resolutions for improved classification. IEEE Workshop on Neural Networks for Signal Processing VII (1997) 362-367
-
(1997)
IEEE Workshop on Neural Networks for Signal Processing VII
, pp. 362-367
-
-
Principe, J.1
Giles, L.2
Morgan, N.3
Wilson, E.4
Lawrence, S.5
Back, A.D.6
Tsoi, A.C.7
Giles, C.L.8
-
14
-
-
0027542363
-
The gamma filter-a new class of adaptive IIR filters with restricted feedback
-
Principe J.C., de Vries B., and deOliveira P.G. The gamma filter-a new class of adaptive IIR filters with restricted feedback. IEEE Trans. Signal Process. 41 2 (1993) 649-656
-
(1993)
IEEE Trans. Signal Process.
, vol.41
, Issue.2
, pp. 649-656
-
-
Principe, J.C.1
de Vries, B.2
deOliveira, P.G.3
-
15
-
-
34547971778
-
More efficiency in multiple kernel learning
-
ACM, Corvalis, Oregon
-
Rakotomamonjy A., Bach F., Canu S., and Grandvalet Y. More efficiency in multiple kernel learning. 24th International Conference on Machine Learning (2007), ACM, Corvalis, Oregon 775-782
-
(2007)
24th International Conference on Machine Learning
, pp. 775-782
-
-
Rakotomamonjy, A.1
Bach, F.2
Canu, S.3
Grandvalet, Y.4
-
17
-
-
27744526773
-
Support vector machines framework for linear signal processing
-
Rojo-Álvarez J.L., Camps-Valls G., Martínez-Ramón M., Soria-Olivas E., Navia-Vázquez A., and Figueiras-Vidal A.R. Support vector machines framework for linear signal processing. Signal Process. 85 12 (2005)
-
(2005)
Signal Process.
, vol.85
, Issue.12
-
-
Rojo-Álvarez, J.L.1
Camps-Valls, G.2
Martínez-Ramón, M.3
Soria-Olivas, E.4
Navia-Vázquez, A.5
Figueiras-Vidal, A.R.6
-
18
-
-
34547868865
-
Nonuniform interpolation of noisy signals using support vector machines
-
Rojo-Álvarez J.L., Figuera C., Martínez C., Camps-Valls G., Alonso-Atienza F., and Martínez-Ramón M. Nonuniform interpolation of noisy signals using support vector machines. IEEE Trans. Signal Process. 55 8 (2007)
-
(2007)
IEEE Trans. Signal Process.
, vol.55
, Issue.8
-
-
Rojo-Álvarez, J.L.1
Figuera, C.2
Martínez, C.3
Camps-Valls, G.4
Alonso-Atienza, F.5
Martínez-Ramón, M.6
-
19
-
-
17644439852
-
A robust support vector algorithm for non-parametric spectral analysis
-
Rojo-Álvarez J.L., Martínez-Ramón M., Figueiras-Vidal A.R., García-Armada A., and Artés-Rodríguez A. A robust support vector algorithm for non-parametric spectral analysis. IEEE Signal Process. Lett. 10 11 (2003) 320-323
-
(2003)
IEEE Signal Process. Lett.
, vol.10
, Issue.11
, pp. 320-323
-
-
Rojo-Álvarez, J.L.1
Martínez-Ramón, M.2
Figueiras-Vidal, A.R.3
García-Armada, A.4
Artés-Rodríguez, A.5
-
20
-
-
45749121535
-
-
J.L. Rojo-Álvarez, M. Martínez-Ramón, C. Martínez, J. Muñoz Marí, G. Camps-Valls, A.R. Figueiras-Vidal, Sparse deconvolution using support vector machines, in: EURASIP JASP, 2008.
-
J.L. Rojo-Álvarez, M. Martínez-Ramón, C. Martínez, J. Muñoz Marí, G. Camps-Valls, A.R. Figueiras-Vidal, Sparse deconvolution using support vector machines, in: EURASIP JASP, 2008.
-
-
-
-
22
-
-
0005906715
-
Support vector machines: a nonlinear modelling and control perspective
-
(Special issue on fundamental issues in control)
-
Suykens J.A.K. Support vector machines: a nonlinear modelling and control perspective. Eur. J. Control 7 2-3 (2001) 311-327 (Special issue on fundamental issues in control)
-
(2001)
Eur. J. Control
, vol.7
, Issue.2-3
, pp. 311-327
-
-
Suykens, J.A.K.1
-
23
-
-
0026895542
-
The gamma model-a new neural model for temporal processing
-
de Vries B., and Principe J.C. The gamma model-a new neural model for temporal processing. Neural Networks 5 4 (1992) 565-576
-
(1992)
Neural Networks
, vol.5
, Issue.4
, pp. 565-576
-
-
de Vries, B.1
Principe, J.C.2
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