-
4
-
-
0026860799
-
Robust linear programming discrimination of two linearly inseparable sets
-
gordon & Breach Science Publishers
-
K. P. Bennett and O. I. Managasarian, "Robust linear programming discrimination of two linearly inseparable sets," Optimization Methods and software, vol. I, pp. 23-34, 1992, gordon & Breach Science Publishers.
-
(1992)
Optimization Methods and software
, vol.1
, pp. 23-34
-
-
Bennett, K.P.1
Managasarian, O.I.2
-
5
-
-
0442289065
-
Survey of clustering data mining techniques
-
Accure Software, Inc, Tech. Rep
-
P. Berkhin, "Survey of clustering data mining techniques," Accure Software, Inc., Tech. Rep., 2002.
-
(2002)
-
-
Berkhin, P.1
-
7
-
-
0026966646
-
A training algorithm for optimal margin classifers
-
Pittsburgh, PA
-
B. Boser, I. M. Guyon, and V. Vapnik, "A training algorithm for optimal margin classifers," in ACM 5th Annual Workshop on Computational Learning Theory, Pittsburgh, PA, 1992.
-
(1992)
ACM 5th Annual Workshop on Computational Learning Theory
-
-
Boser, B.1
Guyon, I.M.2
Vapnik, V.3
-
8
-
-
0000876414
-
Local learning algorithms
-
L. Bottou and V. Vapnik, "Local learning algorithms," Neural Computation, Vol. 4, pp. 888-901, 1992.
-
(1992)
Neural Computation
, vol.4
, pp. 888-901
-
-
Bottou, L.1
Vapnik, V.2
-
9
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
C. Burges, "A tutorial on support vector machines for pattern recognition," in Data Mining and Knowledge Discovery, vol. 2, 1998, pp. 121-167.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, pp. 121-167
-
-
Burges, C.1
-
10
-
-
0000667930
-
Training nu-support vector classifiers: Theory and algorithms
-
C. C. Chang and C. Lin, "Training nu-support vector classifiers: Theory and algorithms," Neural Computation, vol. 13, pp. 2119-2147, 2001.
-
(2001)
Neural Computation
, vol.13
, pp. 2119-2147
-
-
Chang, C.C.1
Lin, C.2
-
11
-
-
0010442827
-
On the algorithmic implementation of multiclass kernel-based machines
-
K. Crammer and Y. Singer, "On the algorithmic implementation of multiclass kernel-based machines," Journal of Machine Learning Research, vol. 2, pp. 265-292, 2001.
-
(2001)
Journal of Machine Learning Research
, vol.2
, pp. 265-292
-
-
Crammer, K.1
Singer, Y.2
-
13
-
-
31844442747
-
A unified view kernel k-means, spectral clustering and graph partitioning
-
UTCS TR-04025, Tech. Rep, July
-
I. Dhillon, Y. Guan, and B. Kulis, "A unified view kernel k-means, spectral clustering and graph partitioning," UTCS TR-04025, Tech. Rep., July 2004.
-
(2004)
-
-
Dhillon, I.1
Guan, Y.2
Kulis, B.3
-
14
-
-
12244256379
-
Kernel k-means, spectral clustering and normalized cuts
-
Seattle, WA, August
-
I. S. Dhillon, Y. Guan, and B. Kulis, "Kernel k-means, spectral clustering and normalized cuts," in 10th International Conference on Knowledge Discovery and Data Mining, Seattle, WA, August 2004.
-
(2004)
10th International Conference on Knowledge Discovery and Data Mining
-
-
Dhillon, I.S.1
Guan, Y.2
Kulis, B.3
-
15
-
-
0003922190
-
-
Second, Ed. Wiley Interscience
-
R. O. Duda, P. Hart, and D. G. Strok, Pattern Classification, Second, Ed. Wiley Interscience, 2001.
-
(2001)
Pattern Classification
-
-
Duda, R.O.1
Hart, P.2
Strok, D.G.3
-
17
-
-
84893405732
-
Data clustering: A review
-
September
-
A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: A review," ACM Computing surveys, vol. 31, no. 3, pp. 264-323. September 1999.
-
(1999)
ACM Computing surveys
, vol.31
, Issue.3
, pp. 264-323
-
-
Jain, A.K.1
Murty, M.N.2
Flynn, P.J.3
-
18
-
-
84928746885
-
-
D. P.A. and J. Kittler, Pattern Recognition A Statistical Approach, Prentice Hall, 1982.
-
D. P.A. and J. Kittler, Pattern Recognition A Statistical Approach, Prentice Hall, 1982.
-
-
-
-
21
-
-
0003401675
-
A tutorial on support vector regression
-
NeuroCOLT2. Tech. Rep
-
A. Smola and B.Sch, "A tutorial on support vector regression," NeuroCOLT2. Tech. Rep., 1998.
-
(1998)
-
-
Smola, A.1
Sch, B.2
-
22
-
-
40649106226
-
Cluster-based support vector machines in text-independent speaker identification
-
July
-
S. Sun, C. L. Tseng, Y. Chen, S. Chuang, and H. Fu, "Cluster-based support vector machines in text-independent speaker identification," in IEEE IJCNN, July 2004.
-
(2004)
IEEE IJCNN
-
-
Sun, S.1
Tseng, C.L.2
Chen, Y.3
Chuang, S.4
Fu, H.5
-
23
-
-
4344619819
-
Incremental learning with support vector machines
-
Stockholm, Sweden
-
N. Syed, H. Liu, and K. Sung, "Incremental learning with support vector machines," in The Workshop on Support Vector Machine at the International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 1999.
-
(1999)
The Workshop on Support Vector Machine at the International Joint Conference on Artificial Intelligence
-
-
Syed, N.1
Liu, H.2
Sung, K.3
-
25
-
-
0003007938
-
Support vector machine active learning with applications to text classifications
-
Stanford, CA
-
S. Tong and D. Doller, "Support vector machine active learning with applications to text classifications," in 17th International Conference on Machine Learning. Stanford, CA, 2002.
-
(2002)
17th International Conference on Machine Learning
-
-
Tong, S.1
Doller, D.2
-
26
-
-
40649114726
-
-
J. Weston and C. Watkins, Multiclass support vector machines, in ESANN, M. Verleysen, Ed. D. Facto Press, 1999.
-
J. Weston and C. Watkins, "Multiclass support vector machines," in ESANN, M. Verleysen, Ed. D. Facto Press, 1999.
-
-
-
-
27
-
-
77952390455
-
Classifying large data sets using SVMs with hirarchical clusters
-
August
-
H. Yu, J. Yang, and J. Han, "Classifying large data sets using SVMs with hirarchical clusters," in SIGKDD. August 2003.
-
(2003)
SIGKDD
-
-
Yu, H.1
Yang, J.2
Han, J.3
-
28
-
-
40649087131
-
Unsupervised clustering based reduced support vector machines
-
S. F. Zheng, X. F. Lu, N. N. Zheng, and W. P. Xu, "Unsupervised clustering based reduced support vector machines," in IEEE International Conference on Acoustics, Speech and Signal Processing. 2003.
-
(2003)
IEEE International Conference on Acoustics, Speech and Signal Processing
-
-
Zheng, S.F.1
Lu, X.F.2
Zheng, N.N.3
Xu, W.P.4
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