-
1
-
-
0032645080
-
An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
-
E. Bauer and R. Kohavi. An empirical comparison of voting classification algorithms: Bagging, boosting, and variants. Machine Learning, 36:105-142, 1999.
-
(1999)
Machine Learning
, vol.36
, pp. 105-142
-
-
Bauer, E.1
Kohavi, R.2
-
2
-
-
0001963137
-
Combining predictors
-
A.J.C. Sharkey, editor. Springer-Verlag, London
-
L. Brieman. Combining predictors. In A.J.C. Sharkey, editor, Combining Artificial Neural Nets, pages 31-50. Springer-Verlag, London, 1999.
-
(1999)
Combining Artificial Neural Nets
, pp. 31-50
-
-
Brieman, L.1
-
4
-
-
0005227853
-
Design of effective neural network ensembles for image classification processes
-
to appear
-
G. Giacinto and F. Roli. Design of effective neural network ensembles for image classification processes. Image Vision and Computing Journal, 2000. (to appear).
-
(2000)
Image Vision and Computing Journal
-
-
Giacinto, G.1
Roli, F.2
-
6
-
-
0001122278
-
Treating harmful collinearity in neural network ensembles
-
A.J.C. Sharkey, editor. Springer-Verlag, London
-
S. Hashem. Treating harmful collinearity in neural network ensembles. In A.J.C. Sharkey, editor, Combining Artificial Neural Nets, pages 101-125. Springer-Verlag, London, 1999.
-
(1999)
Combining Artificial Neural Nets
, pp. 101-125
-
-
Hashem, S.1
-
8
-
-
0002872346
-
Bias plus variance decomposition for zero-one loss functions
-
L. Saitta, editor. Morgan Kaufmann
-
R. Kohavi and D.H. Wolpert. Bias plus variance decomposition for zero-one loss functions. In L. Saitta, editor, Machine Learning: Proc. 13th International Conference, pages 275-283. Morgan Kaufmann, 1996.
-
(1996)
Machine Learning: Proc. 13th International Conference
, pp. 275-283
-
-
Kohavi, R.1
Wolpert, D.H.2
-
9
-
-
85054435084
-
Neural network ensembles, cross validation and active learning
-
G. Tesauro, D.S. Touretzky, and T.K. Leen, editors. MIT Press, Cambridge, MA
-
A. Krogh and J. Vedelsby. Neural network ensembles, cross validation and active learning. In G. Tesauro, D.S. Touretzky, and T.K. Leen, editors, Advances in Neural Information Processing Systems, volume 7, pages 231-238. MIT Press, Cambridge, MA, 1995.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 231-238
-
-
Krogh, A.1
Vedelsby, J.2
-
10
-
-
33846955212
-
Measures of diversity in classifier ensembles
-
submitted
-
L.I. Kuncheva and C.J. Whitaker. Measures of diversity in classifier ensembles. Machine Learning, 2000. (submitted).
-
(2000)
Machine Learning
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
-
12
-
-
84867038166
-
Classifier combinations: Implementations and theoretical issues
-
J. Kittler and F. Roli, editors. Cagliari, Italy. Springer
-
L. Lam. Classifier combinations: implementations and theoretical issues. In J. Kittler and F. Roli, editors, Multiple Classifier Systems, volume 1857 of Lecture Notes in Computer Science, pages 78-86, Cagliari, Italy, 2000. Springer.
-
(2000)
Multiple Classifier Systems, Volume 1857 of Lecture Notes in Computer Science
, vol.1857
, pp. 78-86
-
-
Lam, L.1
-
13
-
-
0033485370
-
Ensemble learning via negative correlation
-
Y. Liu and X. Yao. Ensemble learning via negative correlation. Neural Networks, 12:1399-1404, 1999.
-
(1999)
Neural Networks
, vol.12
, pp. 1399-1404
-
-
Liu, Y.1
Yao, X.2
-
14
-
-
0024193278
-
A statistical technique for comparing the accuracies of several classifiers
-
S.W. Looney. A statistical technique for comparing the accuracies of several classifiers. Pattern Recognition Letters, 8:5-9, 1988.
-
(1988)
Pattern Recognition Letters
, vol.8
, pp. 5-9
-
-
Looney, S.W.1
-
15
-
-
0012987265
-
A genetic algorithm approach for creating neural network ensembles
-
A.J.C. Sharkey, editor. Springer-Verlag, London
-
D. Opitz and J. Shavlik. A genetic algorithm approach for creating neural network ensembles. In A.J.C. Sharkey, editor, Combining Artificial Neural Nets, pages 79-99. Springer-Verlag, London, 1999.
-
(1999)
Combining Artificial Neural Nets
, pp. 79-99
-
-
Opitz, D.1
Shavlik, J.2
-
17
-
-
0031244715
-
Software diversity: Practical statistics for its measurement and exploitation
-
D. Partridge and W. J. Krzanowski. Software diversity: practical statistics for its measurement and exploitation. Information & Software Technology, 39:707-717, 1997.
-
(1997)
Information & Software Technology
, vol.39
, pp. 707-717
-
-
Partridge, D.1
Krzanowski, W.J.2
-
18
-
-
0030367578
-
Ensemble learning using decorrelated neural networks
-
B.E. Rosen. Ensemble learning using decorrelated neural networks. Connection Science, 8(3/4) :373-383, 1996.
-
(1996)
Connection Science
, vol.8
, Issue.3-4
, pp. 373-383
-
-
Rosen, B.E.1
-
22
-
-
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
-
23
-
-
0001562581
-
Linear and order statistics combiners for pattern classification
-
A.J.C. Sharkey, editor. Springer-Verlag, London
-
K. Turner and J. Ghosh. Linear and order statistics combiners for pattern classification. In A.J.C. Sharkey, editor, Combining Artificial Neural Nets, pages 127-161. Springer-Verlag, London, 1999.
-
(1999)
Combining Artificial Neural Nets
, pp. 127-161
-
-
Turner, K.1
Ghosh, J.2
-
24
-
-
0001218846
-
On the association of attributes in statistics
-
G.U. Yule. On the association of attributes in statistics. Phil. Trans., A, 194:257-319, 1900.
-
(1900)
Phil. Trans., A
, vol.194
, pp. 257-319
-
-
Yule, G.U.1
|