-
1
-
-
35248893424
-
Comparison of classifier selection methods for improving committee performance. In Workshop on Multiple Classifier Systems
-
M. Aksela. "Comparison of classifier selection methods for improving committee performance". In Workshop on Multiple Classifier Systems, Lecture Notes in Computer Science 2709, pp. 84-93, 2003.
-
(2003)
Lecture Notes in Computer Science
, vol.2709
, pp. 84-93
-
-
Aksela, M.1
-
3
-
-
70449390562
-
-
A. Chandra, A. Evolutionary framework for the creation of diverse hybrid ensembles for better generalization. Master thesis, University of Birmingham, School of Computer Science, 2004.
-
A. Chandra, A. Evolutionary framework for the creation of diverse hybrid ensembles for better generalization. Master thesis, University of Birmingham, School of Computer Science, 2004.
-
-
-
-
5
-
-
0036530772
-
A fast and elitist multiobjective genetic algorithm: NSGA-II
-
K. Deb, A. Pratap, S. Agarwal and T. Meyarivan. "A fast and elitist multiobjective genetic algorithm: NSGA-II". IEEE Transactions on Evolutionary Computation, 6 (2), pp. 182-197, 2002.
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
6
-
-
0034250160
-
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
-
T. G. Dietterich. "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization". Mach Learning, 40 (2), pp. 139-157, 2000.
-
(2000)
Mach Learning
, vol.40
, Issue.2
, pp. 139-157
-
-
Dietterich, T.G.1
-
10
-
-
0032218851
-
-
T. Iba, T and Y. Takefuji. Adaptation of Neural Agent in Dynamic Environment: Hybrid System of Genetic Algorithm and Neural Network. IEEE Inernational Conference on Knowledge-Based Intelligent Eletronic Systems, pp. 21-23, 1998.
-
T. Iba, T and Y. Takefuji. "Adaptation of Neural Agent in Dynamic Environment: Hybrid System of Genetic Algorithm and Neural Network". IEEE Inernational Conference on Knowledge-Based Intelligent Eletronic Systems, pp. 21-23, 1998.
-
-
-
-
11
-
-
0042525838
-
A constructive algorithm for training cooperative neural network ensembles
-
M. M. Islam, X. Yao and K. Murase. "A constructive algorithm for training cooperative neural network ensembles". IEEE Transactions on Neural Networks, 14 (4), pp. 820-834, 2003.
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, Issue.4
, pp. 820-834
-
-
Islam, M.M.1
Yao, X.2
Murase, K.3
-
13
-
-
0037403516
-
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
-
L. I. Kuncheva and C. J. Whitaker. "Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy". Machine Learning, 51 (2), pp. 181-207, 2003.
-
(2003)
Machine Learning
, vol.51
, Issue.2
, pp. 181-207
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
-
15
-
-
0034315099
-
Evolutionary ensembles with negative correlation learning
-
Y. Liu, X. Yao and T. Higuchi. "Evolutionary ensembles with negative correlation learning". IEEE Transactions on Evolutionary Computation, 4 (4), p. 380, 2000.
-
(2000)
IEEE Transactions on Evolutionary Computation
, vol.4
, Issue.4
, pp. 380
-
-
Liu, Y.1
Yao, X.2
Higuchi, T.3
-
17
-
-
10444224737
-
Classifier Selection for Majority Voting
-
D. Ruta and B. Gabrys. "Classifier Selection for Majority Voting". Information Fusion, 6, pp. 163-168, 2005.
-
(2005)
Information Fusion
, vol.6
, pp. 163-168
-
-
Ruta, D.1
Gabrys, B.2
-
19
-
-
33749018252
-
An analysis of diversity measures
-
E. K. Tang, P. N. Suganthan and X. Yao. "An analysis of diversity measures". Machine Learning, 65 (1), pp. 247-271, 2006.
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 247-271
-
-
Tang, E.K.1
Suganthan, P.N.2
Yao, X.3
-
20
-
-
10444238133
-
Diversity in search strategies for ensemble feature selection
-
A. Tsymbal, M. Pechenizkiy and P. Cunningham. "Diversity in search strategies for ensemble feature selection". Information Fusion, 6 (1), pp. 83-98, 2005.
-
(2005)
Information Fusion
, vol.6
, Issue.1
, pp. 83-98
-
-
Tsymbal, A.1
Pechenizkiy, M.2
Cunningham, P.3
-
21
-
-
29144474463
-
An experimental bias-variance analysis of SVM ensembles based on resampling techniques
-
G. Valentino. "An experimental bias-variance analysis of SVM ensembles based on resampling techniques". IEEE Transactions on System, Man and Cybernetics - Part B, 35 (5), pp. 1252-1271, 2005.
-
(2005)
IEEE Transactions on System, Man and Cybernetics - Part B
, vol.35
, Issue.5
, pp. 1252-1271
-
-
Valentino, G.1
-
22
-
-
84867049048
-
Diversity between neural networks and decision trees for building multiple classifier systems
-
F. Roli, J. Kittler, and T. Windeatt Eds, Springer
-
W. Wang, P. Jones and P. Partridge. "Diversity between neural networks and decision trees for building multiple classifier systems'. In F. Roli, J. Kittler, and T. Windeatt (Eds.), Multiple Classifier Systems (Vol. XII, pp. 240-249). Springer, 2000.
-
(2000)
Multiple Classifier Systems
, vol.12
, pp. 240-249
-
-
Wang, W.1
Jones, P.2
Partridge, P.3
-
23
-
-
85178316876
-
-
W. Wang, D. Partridge and J. Etherington. Hybrid ensembles and coincident failure diversity. Proceedings of the International Joint Conference on Neural Networks. V.4, pp. 2376-2381, 2001.
-
W. Wang, D. Partridge and J. Etherington. "Hybrid ensembles and coincident failure diversity". Proceedings of the International Joint Conference on Neural Networks. V.4, pp. 2376-2381, 2001.
-
-
-
-
24
-
-
10444224738
-
Diversity measures for multiple classifier system analysis and design
-
T. Windeatt. "Diversity measures for multiple classifier system analysis and design". Information Fusion, 6 (1), pp. 21-36, 2005.
-
(2005)
Information Fusion
, vol.6
, Issue.1
, pp. 21-36
-
-
Windeatt, T.1
-
26
-
-
70449424278
-
-
L. Xuchun, Y. Zhu and E. Sung. A New Diversity Augmentation Methodology for Handling Diversity/Accuracy Dilemma in Boosting Submitted to IEEE Transactions on Neural Networks, 2008.
-
L. Xuchun, Y. Zhu and E. Sung. "A New Diversity Augmentation Methodology for Handling Diversity/Accuracy Dilemma in Boosting" Submitted to IEEE Transactions on Neural Networks, 2008.
-
-
-
-
27
-
-
0030549306
-
Use of methodological diversity to improve neural network generalization
-
W. Yates and D. Partridge. "Use of methodological diversity to improve neural network generalization". Neural Computing and Applications, 4 (2), pp. 114-128, 1996.
-
(1996)
Neural Computing and Applications
, vol.4
, Issue.2
, pp. 114-128
-
-
Yates, W.1
Partridge, D.2
-
28
-
-
1842587736
-
A multiagent genetic algorithm for global numerical optimization
-
W. Zhong, J. Liu, M. Xue and L. Jiao. "A multiagent genetic algorithm for global numerical optimization". IEEE Trans on Systems, Man, and Cybernetics - B, 34 (2), pp. 1128- 1141, 2004.
-
(2004)
IEEE Trans on Systems, Man, and Cybernetics - B
, vol.34
, Issue.2
, pp. 1128-1141
-
-
Zhong, W.1
Liu, J.2
Xue, M.3
Jiao, L.4
-
30
-
-
51049093485
-
JMet al. - A Java Framework for Developing Multi-Objective Optimization Metaheuristics
-
Technical Report, University of Malaga
-
J. J. Durillo, A. J. Nebro, F. Luna, B. Dorronsoro and E. Alba. "JMet al. - A Java Framework for Developing Multi-Objective Optimization Metaheuristics". Technical Report, University of Malaga, 2006.
-
(2006)
-
-
Durillo, J.J.1
Nebro, A.J.2
Luna, F.3
Dorronsoro, B.4
Alba, E.5
|