-
2
-
-
0011812771
-
Kernel independent component analysis
-
Bach, F., and Jordan, M. 2003. Kernel independent component analysis. J. Mach. Learn. Res. 3:1-48.
-
(2003)
J. Mach. Learn. Res.
, vol.3
, pp. 1-48
-
-
Bach, F.1
Jordan, M.2
-
3
-
-
0001089823
-
Support vector clustering
-
Ben-Hur, A.; Horn, D.; Siegelmann, H.; and Vapnik, V. 2002. Support vector clustering. J. Mach. Learn. Res. 2:125-137.
-
(2002)
J. Mach. Learn. Res.
, vol.2
, pp. 125-137
-
-
Ben-Hur, A.1
Horn, D.2
Siegelmann, H.3
Vapnik, V.4
-
4
-
-
0036161011
-
Choosing multiple parameters for support vector machines
-
Chapelle, O.; Vapnik, V.; Bousquet, O.; and Mukherjee, S. 2002. Choosing multiple parameters for support vector machines. Machine Learning 46(1-3): 131-159.
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 131-159
-
-
Chapelle, O.1
Vapnik, V.2
Bousquet, O.3
Mukherjee, S.4
-
5
-
-
0041995195
-
On kernel-target alignment
-
Cristianini, N.; Shawe-Taylor, J.; Elisseeff, A.; and Kandola, J. 2001. On kernel-target alignment. In NIPS, 367-373.
-
(2001)
NIPS
, pp. 367-373
-
-
Cristianini, N.1
Shawe-Taylor, J.2
Elisseeff, A.3
Kandola, J.4
-
8
-
-
0037382208
-
Evaluation of simple performance measures for tuning svm hyperparameters
-
Duan, K.; Keerthi, S.; and Poo, A. 2003., Evaluation of simple performance measures for tuning svm hyperparameters. Neurocomputing 51:41-59.
-
(2003)
Neurocomputing
, vol.51
, pp. 41-59
-
-
Duan, K.1
Keerthi, S.2
Poo, A.3
-
10
-
-
0003684449
-
-
Springer Series in Statistics. New York, NY: Spring-Verlag
-
Hastie, T.; Tibshirani, R.; and Friedman, J. 2001. The Elements of Statistical Learning; Data Mining, Inference, and Prediction. Springer Series in Statistics. New York, NY: Spring-Verlag.
-
(2001)
The Elements of Statistical Learning; Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
11
-
-
0345120047
-
Composite kernels for hypertext categorisation
-
Joachims, T.; Cristianini, N.; and Shawe-Taylor, J. 2001. Composite kernels for hypertext categorisation. In Proceedings of ICML-01, 18th ICML, 250-257.
-
(2001)
Proceedings of ICML-01, 18th ICML
, pp. 250-257
-
-
Joachims, T.1
Cristianini, N.2
Shawe-Taylor, J.3
-
18
-
-
0242557948
-
On the relation between the gacv and joachims' xi-alpha method for tuning support vector machines, with extensions to the non-standard case
-
Dept. of Statistics, Univ. of Wisc.
-
Wahba, G.; Lin, Y.; Lee, Y.; and Zhang, H. 2001. On the relation between the gacv and Joachims' xi-alpha method for tuning support vector machines, with extensions to the non-standard case. Technical Report 1039, Dept. of Statistics, Univ. of Wisc.
-
(2001)
Technical Report
, vol.1039
-
-
Wahba, G.1
Lin, Y.2
Lee, Y.3
Zhang, H.4
|