-
3
-
-
0032280519
-
Boosting the margin: A new explanation for the effectiveness of voting methods
-
R. E. Schapire, Y. Freund, P. Bartlett, and W. S. Lee, "Boosting the Margin: a New Explanation for the Effectiveness of Voting Methods", Annals of Statistics, 26, pp.l651-1686, 1998.
-
(1998)
Annals of Statistics
, vol.26
-
-
Schapire, R.E.1
Freund, Y.2
Bartlett, P.3
Lee, W.S.4
-
4
-
-
80053403826
-
Ensemble methods in machine learning
-
J. Kittler and F. Roli,editors Cagliari, Italy, of Lecture Notes in Computer Science, Springer-Verlag
-
T.G. Dietterich. "Ensemble methods in machine learning", In J. Kittler and F. Roli,editors, Multiple Classifier Systems. First International Workshop, MCS 2000, Cagliari, Italy, volume 1857 of Lecture Notes in Computer Science, pages 1-15, Springer-Verlag, 2000.
-
(2000)
Multiple Classifier Systems. First International Workshop, MCS 2000
, vol.1857
, pp. 1-15
-
-
Dietterich, T.G.1
-
5
-
-
26444508281
-
Dependence among codeword bits errors in ECOC learning machines: An experimental analysis
-
Springer-Verlag, Berlin
-
F. Masulli and G. Valentini, "Dependence among Codeword Bits Errors in ECOC Learning Machines: an Experimental Analysis", In Lecture Notes in Computer Science, volume 2096, pages 158-167, Springer-Verlag, Berlin, 2001.
-
(2001)
Lecture Notes in Computer Science
, vol.2096
, pp. 158-167
-
-
Masulli, F.1
Valentini, G.2
-
6
-
-
0030365938
-
Error correlation and error reduction in ensemble classifiers
-
K. Turner and J. Ghosh, "Error correlation and error reduction in ensemble classifiers", Connection Science, 8(3/4):385-404, 1996.
-
(1996)
Connection Science
, vol.8
, Issue.3-4
, pp. 385-404
-
-
Turner, K.1
Ghosh, J.2
-
8
-
-
84863338210
-
Toward large scale integration: Building a metaquerier over databases on the web
-
Asilomar, CA, Jan.
-
K. C.-C. Chang, B. He, and Z. Zhang, "Toward large scale integration: Building a metaquerier over databases on the web", In Proc. of the Second Biennial Conference on Innovative Data Systems Research (CIDR 2005), pages 172-184, Asilomar, CA, Jan. 2005.
-
(2005)
Proc. of the Second Biennial Conference on Innovative Data Systems Research (CIDR 2005)
, pp. 172-184
-
-
Chang, K.C.-C.1
He, B.2
Zhang, Z.3
-
9
-
-
0001002401
-
Approximation and radial basis function networks
-
J. Park and I.W. Sandberg, "Approximation and radial basis function networks", Neural Computation, 5(2):305-316, 1993.
-
(1993)
Neural Computation
, vol.5
, Issue.2
, pp. 305-316
-
-
Park, J.1
Sandberg, I.W.2
-
10
-
-
85051131411
-
Training a 3-node neural network is NP-complete
-
San Francisco, CA, Morgan Kaufmann
-
A. Blum and R.L. Rivest, "Training a 3-node neural network is NP-complete", In Proc. of the 1988 Workshop of Computational Learning Theory, pages 9-18, San Francisco, CA, Morgan Kaufmann, 1988.
-
(1988)
Proc. of the 1988 Workshop of Computational Learning Theory
, pp. 9-18
-
-
Blum, A.1
Rivest, R.L.2
-
11
-
-
35248871180
-
Boosting with averaged weight vectors
-
Springer, Guildford, Surrey
-
11 N. C. Oza., "Boosting with averaged weight vectors", In Proc. Int. Workshop on Multiple Classifier Systems (LNCS 2709), pages 15-24, Springer, Guildford, Surrey, 2003.
-
(2003)
Proc. Int. Workshop on Multiple Classifier Systems (LNCS 2709)
, pp. 15-24
-
-
Oza, N.C.1
-
12
-
-
0001942829
-
Neural networks and the biasvariancedilemma
-
S. Geman, E. Bienenstock, and R. Doursat, "Neural networks and the biasvariancedilemma", Neural Computation, 4(1): 1-58, 1992.
-
(1992)
Neural Computation
, vol.4
, Issue.1
, pp. 1-58
-
-
Geman, S.1
Bienenstock, E.2
Doursat, R.3
-
13
-
-
0000749354
-
Neural networks ensembles cross validation and active learning
-
D.S. Touretzky, G. Tesauro, and T.K. Leen, editors, MIT Press, Cambridge, MA
-
A. Krogh and J. Vedelsby, "Neural networks ensembles cross validation and active learning", In D.S. Touretzky, G. Tesauro, and T.K. Leen, editors, Advances in Neural Information Processing Systems, volume 7, pages 107-115, MIT Press, Cambridge, MA, 1995.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 107-115
-
-
Krogh, A.1
Vedelsby, J.2
-
14
-
-
0031238275
-
Application of majority voting to pattern recognition: An analysis of its behavior and performance
-
L. Lam and C. Sue, "Application of majority voting to pattern recognition: an analysis of its behavior and performance", IEEE Transactions on Systems, Man and Cybernetics, 27(5):553-568, 1997.
-
(1997)
IEEE Transactions on Systems, Man and Cybernetics
, vol.27
, Issue.5
, pp. 553-568
-
-
Lam, L.1
Sue, C.2
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