-
1
-
-
0008202233
-
-
Proceedings of the 17th international conference on machine learning, San Francisco, USA
-
Bennett K, Bredensteiner E (2000) Duality and geometry in SVM classifiers. In: Proceedings of the 17th international conference on machine learning, San Francisco, USA, pp 57-64.
-
(2000)
Duality and geometry in SVM classifiers
, pp. 57-64
-
-
Bennett, K.1
Bredensteiner, E.2
-
2
-
-
84958048563
-
Optimization over zonotopes and training support vector machines
-
Bern M, Eppstein D (2001) Optimization over zonotopes and training support vector machines. Lect Notes Comput Sci 2125: 111-121.
-
(2001)
Lect Notes Comput Sci
, vol.2125
, pp. 111-121
-
-
Bern, M.1
Eppstein, D.2
-
3
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges CJC (1998) A tutorial on support vector machines for pattern recognition. Data Min Knowl Disc 2: 121-167.
-
(1998)
Data Min Knowl Disc
, vol.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
5
-
-
24644463278
-
Maximal margin classification for metric spaces
-
Hein M, Bousquet O, Scholkopf B (2005) Maximal margin classification for metric spaces. J Comput Syst Sci 21: 333-359.
-
(2005)
J Comput Syst Sci
, vol.21
, pp. 333-359
-
-
Hein, M.1
Bousquet, O.2
Scholkopf, B.3
-
6
-
-
84862277691
-
-
Proceedings of the 11th international conference on artificial intelligence and statistics, San Juan, Puerto Rico
-
Der R, Lee D (2007) Large-margin classification in Banach spaces. In: Proceedings of the 11th international conference on artificial intelligence and statistics, San Juan, Puerto Rico, pp 91-98.
-
(2007)
Large-margin classification in Banach spaces
, pp. 91-98
-
-
Der, R.1
Lee, D.2
-
7
-
-
24644496612
-
Distance-based classification with Lipschitz functions
-
Luxburg U, Bousquet O (2004) Distance-based classification with Lipschitz functions. J Mach Learn Res 5: 669-695.
-
(2004)
J Mach Learn Res
, vol.5
, pp. 669-695
-
-
Luxburg, U.1
Bousquet, O.2
-
8
-
-
79952262111
-
-
Lecture notes in computer science. Proceedings of the 8th Ibero-American conference on AI, Seville, Spain
-
Osuna E, Castro OD (2002) Convex hull in feature space for support vector machines. In: Lecture notes in computer science. Proceedings of the 8th Ibero-American conference on AI, Seville, Spain, pp 411-419.
-
(2002)
Convex hull in feature space for support vector machines
, pp. 411-419
-
-
Osuna, E.1
Castro, O.D.2
-
10
-
-
0004267646
-
-
Princeton: Princeton University Press
-
Rockafellar RT (1970) Convex analysis. Princeton University Press, Princeton.
-
(1970)
Convex Analysis
-
-
Rockafellar, R.T.1
-
16
-
-
0032594959
-
An overview of statistical learning theory
-
Vapnik VN (1999) An overview of statistical learning theory. IEEE Trans Neural Netw 10(5): 988-999.
-
(1999)
IEEE Trans Neural Netw
, vol.10
, Issue.5
, pp. 988-999
-
-
Vapnik, V.N.1
-
17
-
-
44949274667
-
Embedding problem of fuzzy number space: part I
-
Wu C, Ma M (1991) Embedding problem of fuzzy number space: part I. Fuzzy Sets Syst 44: 33-38.
-
(1991)
Fuzzy Sets Syst
, vol.44
, pp. 33-38
-
-
Wu, C.1
Ma, M.2
-
19
-
-
0015558134
-
Outline of a new approach to the analysis of complex systems and decision processes
-
Zadeh LA (1973) Outline of a new approach to the analysis of complex systems and decision processes. IEEE Trans Syst Man CybernSMC -3: 28-44.
-
(1973)
IEEE Trans Syst Man Cybern
, vol.3
, pp. 28-44
-
-
Zadeh, L.A.1
-
20
-
-
9444269032
-
Global geometry of SVM classifiers
-
Institute of automation, Chinese Academy of Sciences, Beijing
-
Zhou D, Xiao B, Zhou H, Dai R (2002) Global geometry of SVM classifiers. In: Technical Report 30 May 2002. Institute of automation, Chinese Academy of Sciences, Beijing.
-
(2002)
Technical Report 30 May 2002
-
-
Zhou, D.1
Xiao, B.2
Zhou, H.3
Dai, R.4
-
21
-
-
0034187311
-
Classification ability of single hidden layer feed forward neural networks
-
Huang GB, Chen YQ, Babri HA (2000) Classification ability of single hidden layer feed forward neural networks. IEEE Trans Neural Netw 11: 799-801.
-
(2000)
IEEE Trans Neural Netw
, vol.11
, pp. 799-801
-
-
Huang, G.B.1
Chen, Y.Q.2
Babri, H.A.3
-
22
-
-
78649492473
-
Optimization method based extreme learning machine for classification
-
Huang GB, Ding X, Zhou H (2010) Optimization method based extreme learning machine for classification. Neurocomputing 74: 155-163.
-
(2010)
Neurocomputing
, vol.74
, pp. 155-163
-
-
Huang, G.B.1
Ding, X.2
Zhou, H.3
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