-
2
-
-
56349125172
-
On diversity and accuracy of homogeneous and heterogeneous ensembles
-
Bian, S., Wang, W.: On diversity and accuracy of homogeneous and heterogeneous ensembles. Int. J. Hybrid Intell. Syst. 4(2), 103-128 (2007)
-
(2007)
Int. J. Hybrid Intell. Syst
, vol.4
, Issue.2
, pp. 103-128
-
-
Bian, S.1
Wang, W.2
-
3
-
-
10444221886
-
Diversity creation methods: A survey and categorisation
-
Brown, G., Wyatt, J.L., Harris, R., Yao, X.: Diversity creation methods: A survey and categorisation. Information Fusion 6(1), 5-20 (2005)
-
(2005)
Information Fusion
, vol.6
, Issue.1
, pp. 5-20
-
-
Brown, G.1
Wyatt, J.L.2
Harris, R.3
Yao, X.4
-
4
-
-
33845291177
-
-
Chandra, A., Chen, H., Yao, X.: Trade-off between diversity and accuracy in ensemble generation. In: Jin, Y. (ed.) Multi-Objective Machine Learning. Studies in Computational Intelligence, 16, pp. 429-464. Springer, Heidelberg (2006)
-
Chandra, A., Chen, H., Yao, X.: Trade-off between diversity and accuracy in ensemble generation. In: Jin, Y. (ed.) Multi-Objective Machine Learning. Studies in Computational Intelligence, vol. 16, pp. 429-464. Springer, Heidelberg (2006)
-
-
-
-
5
-
-
46749084225
-
-
Golestani, A., Ahmadian, K., Amiri, A., JahedMotlagh, M.-R.: A novel adaptive-boostbased strategy for combining classifiers using diversity concept. In: ACIS-ICIS, pp. 128-134 (2007)
-
Golestani, A., Ahmadian, K., Amiri, A., JahedMotlagh, M.-R.: A novel adaptive-boostbased strategy for combining classifiers using diversity concept. In: ACIS-ICIS, pp. 128-134 (2007)
-
-
-
-
7
-
-
50149090008
-
-
Kapp, M.N., Sabourin, R., Maupin, P.: An empirical study on diversity measures and margin theory for ensembles of classifiers. In: 10th International Conference on Information Fusion, July 2007, pp. 1-8 (2007)
-
Kapp, M.N., Sabourin, R., Maupin, P.: An empirical study on diversity measures and margin theory for ensembles of classifiers. In: 10th International Conference on Information Fusion, July 2007, pp. 1-8 (2007)
-
-
-
-
8
-
-
0032021555
-
On combining classifiers
-
Kittler, J., Hatef, M., Duin, R.P.W.,Matas, J.: On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 20(3), 226-239 (1998)
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.W.3
Matas, J.4
-
9
-
-
0002872346
-
Bias plus variance decomposition for zero-one loss functions
-
Saitta, L, ed, Morgan Kaufmann, San Francisco
-
Kohavi, R., Wolpert, D.H.: Bias plus variance decomposition for zero-one loss functions. In: Saitta, L. (ed.) International Conference on Machine Learning, pp. 275-283. Morgan Kaufmann, San Francisco (1996)
-
(1996)
International Conference on Machine Learning
, pp. 275-283
-
-
Kohavi, R.1
Wolpert, D.H.2
-
10
-
-
85054435084
-
Neural network ensembles, cross validation, and active learning
-
Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. Advances in Neural Information Processing Systems 7, 231-238 (1995)
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 231-238
-
-
Krogh, A.1
Vedelsby, J.2
-
11
-
-
35048862917
-
-
Kuncheva, L.I.: That elusive diversity in classifier ensembles. In: Perales, F.J., Campilho, A.C., Pérez, N., Sanfeliu, A. (eds.) IbPRIA 2003. LNCS, 2652, pp. 1126-1138. Springer, Heidelberg (2003)
-
Kuncheva, L.I.: That elusive diversity in classifier ensembles. In: Perales, F.J., Campilho, A.C., Pérez, N., Sanfeliu, A. (eds.) IbPRIA 2003. LNCS, vol. 2652, pp. 1126-1138. Springer, Heidelberg (2003)
-
-
-
-
12
-
-
0037403516
-
-
Kuncheva, L.I.,Whitaker, C.J.:Measures of diversity in classifier ensembles.Machine Learning 51, 181-207 (2003)
-
Kuncheva, L.I.,Whitaker, C.J.:Measures of diversity in classifier ensembles.Machine Learning 51, 181-207 (2003)
-
-
-
-
14
-
-
0036647193
-
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
-
Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(7), 971-987 (2002)
-
(2002)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.24
, Issue.7
, pp. 971-987
-
-
Ojala, T.1
Pietikainen, M.2
Maenpaa, T.3
-
15
-
-
27944478140
-
Online bagging and boosting
-
Man and Cybernetics, October
-
Oza, N.C.: Online bagging and boosting. In: 2005 IEEE International Conference on Systems, Man and Cybernetics, October 2005, vol. 3, pp. 2340-2345 (2005)
-
(2005)
2005 IEEE International Conference on Systems
, vol.3
, pp. 2340-2345
-
-
Oza, N.C.1
-
16
-
-
27744533915
-
How do correlation and variance of base classifiers affect fusion in biometric authentication tasks?
-
Poh, N., Bengio, S.: How do correlation and variance of base classifiers affect fusion in biometric authentication tasks? IEEE Trans. on Sig. Processing 53(11), 4384-4396 (2005)
-
(2005)
IEEE Trans. on Sig. Processing
, vol.53
, Issue.11
, pp. 4384-4396
-
-
Poh, N.1
Bengio, S.2
-
17
-
-
33748611921
-
Ensemble based systems in decision making
-
Third Quarter
-
Polikar, R.: Ensemble based systems in decision making. IEEE Circuits and Systems Magazine 6(3), 21-45 (2006) (Third Quarter)
-
(2006)
IEEE Circuits and Systems Magazine
, vol.6
, Issue.3
, pp. 21-45
-
-
Polikar, R.1
-
18
-
-
33749018252
-
An analysis of diversity measures
-
Tang, E.K., Suganthan, P.N., Yao, X.: An analysis of diversity measures. Machine Learning 65(1), 247-271 (2006)
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 247-271
-
-
Tang, E.K.1
Suganthan, P.N.2
Yao, X.3
-
19
-
-
35048860842
-
An entropy-based diversity measure for classifier combining and its application to face classifier ensemble thinning
-
Li, S.Z, Lai, J.-H, Tan, T, Feng, G.-C, Wang, Y, eds, SINOBIOMETRICS 2004, Springer, Heidelberg
-
Wenyao, L., Zhaohui, W., Pan, G.: An entropy-based diversity measure for classifier combining and its application to face classifier ensemble thinning. In: Li, S.Z., Lai, J.-H., Tan, T., Feng, G.-C., Wang, Y. (eds.) SINOBIOMETRICS 2004. LNCS, vol. 3338, pp. 118-124. Springer, Heidelberg (2004)
-
(2004)
LNCS
, vol.3338
, pp. 118-124
-
-
Wenyao, L.1
Zhaohui, W.2
Pan, G.3
-
20
-
-
33750127404
-
Accuracy/diversity and ensemble mlp classifier design
-
Windeatt, T.: Accuracy/diversity and ensemble mlp classifier design. IEEE Transactions on Neural Networks 17(5), 1194-1211 (2006)
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.5
, pp. 1194-1211
-
-
Windeatt, T.1
-
22
-
-
0036567392
-
Ensembling neural networks: Many could be better than all
-
Zhou, Z.-H., Wu, J., Tang, W.: Ensembling neural networks: many could be better than all. Artif. Intell. 137(1-2), 239-263 (2002)
-
(2002)
Artif. Intell
, vol.137
, Issue.1-2
, pp. 239-263
-
-
Zhou, Z.-H.1
Wu, J.2
Tang, W.3
|