-
1
-
-
84898958346
-
"Semi-supervised support vector machines"
-
in Cambridge, MA: MIT Press
-
K. P. Bennett and A. Demiriz, "Semi-supervised support vector machines," in Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press, 1999, vol. 11, pp. 368-374.
-
(1999)
Advances in Neural Information Processing Systems
, vol.11
, pp. 368-374
-
-
Bennett, K.P.1
Demiriz, A.2
-
2
-
-
0001089823
-
"Support vector clustering"
-
A. Ben-Hur, D. Horn, H. T. Siegelmann, and V. Vapnik, "Support vector clustering," J. Mach. Learn. Res., vol. 2, pp. 125-137, 2001.
-
(2001)
J. Mach. Learn. Res.
, vol.2
, pp. 125-137
-
-
Ben-Hur, A.1
Horn, D.2
Siegelmann, H.T.3
Vapnik, V.4
-
3
-
-
27144489164
-
"A tutorial on support vector machines for pattern recognition"
-
C. J. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining Knowl. Disc., vol. 2, no. 2, pp. 121-167, 1998.
-
(1998)
Data Mining Knowl. Disc.
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.1
-
5
-
-
34047144952
-
"A mixed ensemble approach for the semi-supervised problem"
-
[Online]. Available
-
E. Dimitriadou, A. Weingessel, and K. Hornik, "A mixed ensemble approach for the semi-supervised problem" [Online]. Available: http://citeseer.ist.psu.edu/590958.html
-
-
-
Dimitriadou, E.1
Weingessel, A.2
Hornik, K.3
-
6
-
-
15044345801
-
"An improved cluster labeling method for support vector clustering"
-
Mar
-
J. Lee and D. Lee, "An improved cluster labeling method for support vector clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 3, pp. 461-464, Mar. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, Issue.3
, pp. 461-464
-
-
Lee, J.1
Lee, D.2
-
7
-
-
33947107389
-
"Dynamic characterization of cluster structures for robust and inductive support vector clustering"
-
Nov
-
J. Lee and D. Lee, "Dynamic characterization of cluster structures for robust and inductive support vector clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 11, pp. 1869-1874, Nov. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.28
, Issue.11
, pp. 1869-1874
-
-
Lee, J.1
Lee, D.2
-
8
-
-
34047114412
-
"A novel semi-supervised learning methods using support vector domain description"
-
presented at the Vancouver, BC, Canada, Jul. 16-21
-
D. Lee and J. Lee, "A novel semi-supervised learning methods using support vector domain description," presented at the World Congr. Comput. Intell. (WCCI), Vancouver, BC, Canada, Jul. 16-21, 2006.
-
(2006)
World Congr. Comput. Intell. (WCCI)
-
-
Lee, D.1
Lee, J.2
-
9
-
-
33749247281
-
"Domain described support vector classifier for multi-classification problems"
-
D. Lee and J. Lee, "Domain described support vector classifier for multi-classification problems," Pattern Recognit., vol. 40, pp. 41-51, 2007.
-
(2007)
Pattern Recognit.
, vol.40
, pp. 41-51
-
-
Lee, D.1
Lee, J.2
-
10
-
-
0003120218
-
"Fast training of support vector machines using sequential minimal optimization"
-
in Cambridge, MA: MIT Press
-
J. C. Platt, "Fast training of support vector machines using sequential minimal optimization," in Advances in Kernel Methods: Support Vector Machines. Cambridge, MA: MIT Press, 1999, pp. 185-208.
-
(1999)
Advances in Kernel Methods: Support Vector Machines
, pp. 185-208
-
-
Platt, J.C.1
-
11
-
-
0000487102
-
"Estimating the support of a high-dimensional distribution"
-
B. Scholkopf, J. Platt, J. Shawe-taylor, A. j. Smola, and R. C. Williamson, "Estimating the support of a high-dimensional distribution," Neural Comput., vol. 13, no. 7, pp. 1443-1472, 2001.
-
(2001)
Neural Comput.
, vol.13
, Issue.7
, pp. 1443-1472
-
-
Scholkopf, B.1
Platt, J.2
Shawe-Taylor, J.3
Smola, A.J.4
Williamson, R.C.5
-
12
-
-
0005977840
-
"Learning with labeled and unlabeled data"
-
Univ. Edinburgh, Tech. Rep
-
M. Seeger, "Learning with labeled and unlabeled data," Univ. Edinburgh, Tech. Rep., 2001.
-
(2001)
-
-
Seeger, M.1
-
13
-
-
12244300524
-
"A probabilistic framework for semi-supervised clustering"
-
in Seattle, WA, Aug
-
S. Basu, M. Bilenko, and R. J. Mooney, "A probabilistic framework for semi-supervised clustering," in Proc. 10th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining, Seattle, WA, Aug. 2004, pp. 59-68.
-
(2004)
Proc. 10th ACM SIGKDD Int. Conf. Knowl. Disc. Data Mining
, pp. 59-68
-
-
Basu, S.1
Bilenko, M.2
Mooney, R.J.3
-
14
-
-
33144465910
-
"Clustering via kernel decomposition"
-
Jan
-
A. Szymkowiak-Have, M. A. Girolami, and J. Larsen, "Clustering via kernel decomposition," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 256-264, Jan. 2006.
-
(2006)
IEEE Trans. Neural Netw.
, vol.17
, Issue.1
, pp. 256-264
-
-
Szymkowiak-Have, A.1
Girolami, M.A.2
Larsen, J.3
-
15
-
-
0033220728
-
"Support vector domain description"
-
D. M. J. Tax and R. P. W. Duin, "Support vector domain description," Pattern Recognit. Lett., vol. 20, pp. 1191-1199, 1999.
-
(1999)
Pattern Recognit. Lett.
, vol.20
, pp. 1191-1199
-
-
Tax, D.M.J.1
Duin, R.P.W.2
-
16
-
-
0032594959
-
"An overview of statistical learning theory"
-
Sep
-
V. N. Vapink, "An overview of statistical learning theory," IEEE Trans. Neural Netw., vol. 10, no. 5, pp. 988-999, Sep. 1999.
-
(1999)
IEEE Trans. Neural Netw.
, vol.10
, Issue.5
, pp. 988-999
-
-
Vapink, V.N.1
-
17
-
-
31844440904
-
"Beyond the point cloud: From transductive to semi-supervised learning"
-
in Bonn, Germany
-
V. Sindhwani, P. Niyogi, and M. Belkin, "Beyond the point cloud: From transductive to semi-supervised learning," in Proc. 22nd Int. Conf. Mach. Learn., Bonn, Germany, 2005, pp. 824-831.
-
(2005)
Proc. 22nd Int. Conf. Mach. Learn.
, pp. 824-831
-
-
Sindhwani, V.1
Niyogi, P.2
Belkin, M.3
-
18
-
-
16444383160
-
"Survey of clustering algorithms"
-
May
-
R. Xu and D. Wunsch, II, "Survey of clustering algorithms," IEEE Trans. Neural Netw., vol. 16, no. 3, pp. 645-678, May 2005.
-
(2005)
IEEE Trans. Neural Netw.
, vol.16
, Issue.3
, pp. 645-678
-
-
Xu, R.1
Wunsch II, D.2
-
19
-
-
33749013037
-
"Semi-supervised model-based document clustering: A comparative study"
-
Oct
-
S. Zhong, "Semi-supervised model-based document clustering: A comparative study," Mach. Learn., vol. 65, no. 1, pp. 3-29, Oct. 2006.
-
(2006)
Mach. Learn.
, vol.65
, Issue.1
, pp. 3-29
-
-
Zhong, S.1
-
20
-
-
0003408496
-
-
Univ. California, Irvine, [Online]. Available
-
Univ. California, Irvine, "UCI repository of machine learning databases" [Online]. Available: http://www.ics.uci.edu/~mlearn/ ML-Repository.html
-
"UCI Repository of Machine Learning Databases"
-
-
-
21
-
-
0003710380
-
"LIBSVM: A library for support vector machines"
-
[Online]. Available
-
C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines" 2001 [Online]. Available: http://www.csie.ntu.edu.tw/~cjlin/libsvm
-
(2001)
-
-
Chang, C.-C.1
Lin, C.-J.2
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