-
1
-
-
0003802343
-
-
New York: Chapman & Hall/CRC
-
Breiman, L., Friedman, J., Olshen, R., and Stone, C. (1984), Classification and Regression Trees, New York: Chapman & Hall/CRC.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
4
-
-
0002403935
-
-
eds. H.-H Bock, W. Lenski, and M. M. Richter, Berlin: Springer
-
de Leeuw, J. (1994), Block Relaxation Algorithms in Statistics. Information Systems and Data Analysis, eds. H.-H Bock, W. Lenski, and M. M. Richter, Berlin: Springer.
-
(1994)
Block Relaxation Algorithms in Statistics. Information Systems and Data Analysis
-
-
de Leeuw, J.1
-
5
-
-
0002810509
-
-
eds. J.C. Roskam and E. I. Borg, Ann Arbor, MI: Mathesis Press
-
de Leeuw, J., and Heiser, W. J. (1977), Convergence of Correction Matrix Algorithms for Multidimensional Scaling. Geometric Representations of Relational Data, eds. J.C. Roskam and E. I. Borg, Ann Arbor, MI: Mathesis Press.
-
(1977)
Convergence of Correction Matrix Algorithms for Multidimensional Scaling. Geometric Representations of Relational Data
-
-
de Leeuw, J.1
Heiser, W.J.2
-
8
-
-
0004236492
-
-
3rd ed, Baltimore, MD: Johns Hopkins University Press
-
Golub, G. H., and Van Loan, C. F. (1996), Matrix Computations (3rd ed.), Baltimore, MD: Johns Hopkins University Press.
-
(1996)
Matrix Computations
-
-
Golub, G.H.1
Van Loan, C.F.2
-
10
-
-
53549095867
-
-
available online at
-
Groenen, P. J. F., Nalbantov, G., and Bioch, J. C. (2006), "Nonlinear Support Vector Machines Through Iterative Majorization and I-splines," available online at http://hdl.handle.net/1765/7889.
-
(2006)
Nonlinear Support Vector Machines Through Iterative Majorization and I-splines
-
-
Groenen, P.J.F.1
Nalbantov, G.2
Bioch, J.C.3
-
11
-
-
0036088194
-
Combining Discriminant Models with New Multi-class SVMS
-
Guermeur, Y. (2002), "Combining Discriminant Models with New Multi-class SVMS," Pattern Analysis & Applications 5, 168-179.
-
(2002)
Pattern Analysis & Applications
, vol.5
, pp. 168-179
-
-
Guermeur, Y.1
-
12
-
-
33745886270
-
Classifier Technology and the Illusion of Progress
-
Hand, D. J. (2006), "Classifier Technology and the Illusion of Progress," Statistical Science, 21, 1-14.
-
(2006)
Statistical Science
, vol.21
, pp. 1-14
-
-
Hand, D.J.1
-
13
-
-
84925605946
-
The Entire Regularization Path for the Support Vector Machine
-
Hastie, T., Rosset, S., Tibshirani, R., and Zhu, J. (2004), "The Entire Regularization Path for the Support Vector Machine" Journal of Machine Learning Research, 5, 1391-1415.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1391-1415
-
-
Hastie, T.1
Rosset, S.2
Tibshirani, R.3
Zhu, J.4
-
14
-
-
84948746712
-
Flexible Discriminant Analysis by Optimal Scoring
-
Hastie, T., Tibshirani, R., and Buja, A. (1994), "Flexible Discriminant Analysis by Optimal Scoring," Journal of the American Statistical Association, 89, 1255-1270.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 1255-1270
-
-
Hastie, T.1
Tibshirani, R.2
Buja, A.3
-
15
-
-
0003684449
-
-
New York: Springer-Verlag
-
Hastie, T., Tibshirani, R., and Friedman, J. (2001), The Elements of Statistical Learning: Data Mining, Inference, and Prediction, New York: Springer-Verlag.
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
17
-
-
1342332031
-
A Tutorial on MM Algorithms
-
Hunter, D. R., and Lange, K. (2004), "A Tutorial on MM Algorithms," The American Statistician, 58, 30-37.
-
(2004)
The American Statistician
, vol.58
, pp. 30-37
-
-
Hunter, D.R.1
Lange, K.2
-
18
-
-
0000808747
-
A Gradient Algorithm Locally Equivalent to the EM Algorithm
-
Lange, K. (1995), "A Gradient Algorithm Locally Equivalent to the EM Algorithm," Journal of the Royal Statistical Society, Series B, 57, 425-437.
-
(1995)
Journal of the Royal Statistical Society, Series B
, vol.57
, pp. 425-437
-
-
Lange, K.1
-
19
-
-
1342322973
-
-
New York: Springer-Verlag
-
(2004), Optimization, New York: Springer-Verlag.
-
Optimization
-
-
-
20
-
-
1842766753
-
Multicategory Support Vector Machines
-
Lee, Y., Lin, Y., and Wahba, G. (2001 ), "Multicategory Support Vector Machines," Computing Science and Statistics, 33, 498-512.
-
(2001)
Computing Science and Statistics
, vol.33
, pp. 498-512
-
-
Lee, Y.1
Lin, Y.2
Wahba, G.3
-
21
-
-
2142775432
-
Multicategory Support Vector Machines: Theory and Application to the Classification of Microarray Data and Satellite Radiance Data
-
99
-
(2004), "Multicategory Support Vector Machines: Theory and Application to the Classification of Microarray Data and Satellite Radiance Data," Journal of the American Statistical Association, 99, 67-81.
-
Journal of the American Statistical Association
, pp. 67-81
-
-
-
22
-
-
15944365213
-
Multicategory (ψ-learning and Support Vector Machine: Computational Tools
-
Liu, Y., Shen, X., and Doss, H. (2005), "Multicategory (ψ-learning and Support Vector Machine: Computational Tools," Journal of Computational and Graphical Statistics, 14, 219-236.
-
(2005)
Journal of Computational and Graphical Statistics
, vol.14
, pp. 219-236
-
-
Liu, Y.1
Shen, X.2
Doss, H.3
-
24
-
-
0003408420
-
-
Cambridge, MA: MIT Press
-
Scholkopf, B., and Smola, A. J. (2002), Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond, Cambridge, MA: MIT Press.
-
(2002)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
-
-
Scholkopf, B.1
Smola, A.J.2
-
25
-
-
0242679446
-
On ψ-learning
-
Shen, X., Tseng, G. C., Zhang, X., and Wong, W. H. (2003), "On ψ-learning," Journal of the American Statistical Association, 98, 724-734.
-
(2003)
Journal of the American Statistical Association
, vol.98
, pp. 724-734
-
-
Shen, X.1
Tseng, G.C.2
Zhang, X.3
Wong, W.H.4
-
27
-
-
53549110664
-
-
eds. B. Schlkopf, C.J.C. Burges, and A. J. Smola, Cambridge, MA: MIT Press
-
Wahba, G. (1999), Support Vector Machines, Reproducing Kernel Hilbert Spaces and the Randomized GACV, Advances in Kernel Methods-Support Vector Learning, eds. B. Schlkopf, C.J.C. Burges, and A. J. Smola, Cambridge, MA: MIT Press.
-
(1999)
Support Vector Machines, Reproducing Kernel Hilbert Spaces and the Randomized GACV, Advances in Kernel Methods-Support Vector Learning
-
-
Wahba, G.1
-
28
-
-
28244435850
-
-
available online at
-
Zwitter, M., and Soklic, M. (1988), "Lymphography Domain," available online at http://www.ics.uci.edu/mlearn/MLRepository.html.
-
(1988)
Lymphography Domain
-
-
Zwitter, M.1
Soklic, M.2
|