-
3
-
-
9444269032
-
Global Geometry of SVM Classifiers
-
Institute of Automation, Chinese Academy of Sciences. Submitted to NIPS 2002
-
D. Zhou, B. Xiao, H. Zhou, R. Dai "Global Geometry of SVM Classifiers", Technical Report in AI Lab, Institute of Automation, Chinese Academy of Sciences. Submitted to NIPS 2002.
-
Technical Report in AI Lab
-
-
Zhou, D.1
Xiao, B.2
Zhou, H.3
Dai, R.4
-
4
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
B. Schölkopf, C. Burges and A. Smola, editors, MIT Press
-
J. Platt "Fast training of support vector machines using sequential minimal optimization" in B. Schölkopf, C. Burges and A. Smola, editors, Advances in Kernel Methods Support Vector Learning, pp. 185-208. MIT Press, 1999.
-
(1999)
Advances in Kernel Methods Support Vector Learning
, pp. 185-208
-
-
Platt, J.1
-
6
-
-
0006456134
-
Geometry in Learning
-
C. Gorini, E. Hart, W. Meyer and T. Phillips, editors, Mathematical Association of America
-
K. P. Bennett, E. J. Bredensteiner "Geometry in Learning" in C. Gorini, E. Hart, W. Meyer and T. Phillips, editors, Geometry at Work, Mathematical Association of America, 1998.
-
(1998)
Geometry at Work
-
-
Bennett, K.P.1
Bredensteiner, E.J.2
-
7
-
-
84898984811
-
A geometric interpretation of v-SVM classifiers
-
D. J. Crisp, C. J. C. Burges "A geometric interpretation of v-SVM classifiers" NIPS 12, 2000, pp. 244-250.
-
(2000)
NIPS
, vol.12
, pp. 244-250
-
-
Crisp, D.J.1
Burges, C.J.C.2
-
8
-
-
34047206824
-
A geometric approach to Support Vector Machine (SVM) classification
-
to appear in, also available from
-
M. Mavroforakis, S. Theodoridis "A geometric approach to Support Vector Machine (SVM) classification", to appear in IEEE Transactions on Neural Networks, also available from http://cgi.di.uoa.gr/~idsp.
-
IEEE Transactions on Neural Networks
-
-
Mavroforakis, M.1
Theodoridis, S.2
-
9
-
-
34047193334
-
-
S. S. Keerthi, S. K. Shevade, C. Bhattacharyya, K. R. K. Murthy A fast iterative nearest point algorithm for support vector machine classifier design, Technical Report No. TRISL-99-03, Department of CSA, IISc, Bangalore, India, 1999.
-
S. S. Keerthi, S. K. Shevade, C. Bhattacharyya, K. R. K. Murthy "A fast iterative nearest point algorithm for support vector machine classifier design", Technical Report No. TRISL-99-03, Department of CSA, IISc, Bangalore, India, 1999.
-
-
-
-
10
-
-
0038647819
-
An iterative algorithm learning the maximal margin classifier
-
V. Franc, V. Hlaváč "An iterative algorithm learning the maximal margin classifier", Pattern Recognition 36, 2003, pp. 1985-1996.
-
(2003)
Pattern Recognition
, vol.36
, pp. 1985-1996
-
-
Franc, V.1
Hlaváč, V.2
-
11
-
-
0010252093
-
Support vector neural networks: The kernel adatron with bias and soft margin
-
Technical Report ACSE-TR-752, University of Sheffield, Department of ACSE
-
T. T. Friess, R. Harisson "Support vector neural networks: the kernel adatron with bias and soft margin" Technical Report ACSE-TR-752, University of Sheffield, Department of ACSE, 1998.
-
(1998)
-
-
Friess, T.T.1
Harisson, R.2
-
12
-
-
0002274728
-
Minimizing the quadratic form on a convex set
-
E. Gilbert "Minimizing the quadratic form on a convex set", SIAM J. Control, vol. 4, 1966, pp 61-79.
-
(1966)
SIAM J. Control
, vol.4
, pp. 61-79
-
-
Gilbert, E.1
-
13
-
-
0003408420
-
-
The MIT Press
-
B. Schölkopf, and A. Smola, Learning with Kernels -Support Vector Machines, Regularization, Optimization and Beyond, The MIT Press, 2002.
-
(2002)
Learning with Kernels -Support Vector Machines, Regularization, Optimization and Beyond
-
-
Schölkopf, B.1
Smola, A.2
-
14
-
-
84863695064
-
Support Vector Machine (SVM) Classification through Geometry
-
Antalya, Turkey, also available from
-
M. Mavroforakis, and S. Theodoridis, "Support Vector Machine (SVM) Classification through Geometry", Proceedings of EUSIPCO 2005, Antalya, Turkey, also available from http://cgi.di.uoa.gr/~idsp.
-
Proceedings of EUSIPCO 2005
-
-
Mavroforakis, M.1
Theodoridis, S.2
-
16
-
-
0004098720
-
-
Technical report, Dept of CSA, IISc, Bangalore, India
-
S. Keerthi, S. Shevade, C. Bhattacharyya, and K. Murthy, "Improvements to Plait's SMO algorithm lor SVM classifier design", Technical report, Dept of CSA, IISc, Bangalore, India, 1999.
-
(1999)
Improvements to Plait's SMO algorithm lor SVM classifier design
-
-
Keerthi, S.1
Shevade, S.2
Bhattacharyya, C.3
Murthy, K.4
-
17
-
-
0342502195
-
Soft Margins for AdaBoost
-
G. Rätsch, T. Onoda and K.-R. Müller, "Soft Margins for AdaBoost", Machine Learning, vol 42 - 3, pp 287-320, 2001.
-
(2001)
Machine Learning
, vol.42
, Issue.3
, pp. 287-320
-
-
Rätsch, G.1
Onoda, T.2
Müller, K.-R.3
-
18
-
-
0033337021
-
Fisher discriminant analysis with kernels
-
Y.-H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors, IEEE
-
S. Mika, G. Rätsch, J. Weston, B. Schölkopf, and K.-R. Müller, " Fisher discriminant analysis with kernels", in Y.-H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors, Neural Networks for Signal Processing IX, pp. 41-48. IEEE, 1999.
-
(1999)
Neural Networks for Signal Processing IX
, pp. 41-48
-
-
Mika, S.1
Rätsch, G.2
Weston, J.3
Schölkopf, B.4
Müller, K.-R.5
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