-
1
-
-
0030211964
-
Bagging predictors
-
Breiman, L., (1996) Bagging predictors. Machine Learning, 24:123-140
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
2
-
-
0007909358
-
Using Neural Nets for Decision Support in Prescription and Outcome Prediction in Anticoagulation Drug Therapy
-
N. Lavrac, S. Miksch (eds.)
-
Byrne, S., Cunningham, P., Barry, A., Graham, I., Delaney T., Corrigan, O.I., (2000) Using Neural Nets for Decision Support in Prescription and Outcome Prediction in Anticoagulation Drug Therapy, N. Lavrac, S. Miksch (eds.): The Fifth Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2000)
-
(2000)
The Fifth Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2000)
-
-
Byrne, S.1
Cunningham, P.2
Barry, A.3
Graham, I.4
Delaney, T.5
Corrigan, O.I.6
-
3
-
-
0029408270
-
Stuffing Mind into Computer: Knowledge and Learning for Intelligent Systems
-
Nov
-
Cherkauer, K.J. (1995) Stuffing Mind into Computer: Knowledge and Learning for Intelligent Systems. Informatica 19:4 (501-511) Nov. 1995
-
(1995)
Informatica
, vol.19
, Issue.4
, pp. 501-511
-
-
Cherkauer, K.J.1
-
5
-
-
84974722422
-
Diversity versus Quality in Classification Ensembles based on Feature Selection
-
R. López de Mántaras and E. Plaza, (eds), Springer Verlag
-
Cunningham, P., Carney, J., (2000) Diversity versus Quality in Classification Ensembles based on Feature Selection, 11th European Conference on Machine Learning (ECML 2000), Lecture Notes in Artificial Intelligence, R. López de Mántaras and E. Plaza, (eds) pp 109-116, Springer Verlag
-
(2000)
11Th European Conference on Machine Learning (ECML 2000), Lecture Notes in Artificial Intelligence
, pp. 109-116
-
-
Cunningham, P.1
Carney, J.2
-
6
-
-
67949100787
-
Case Representation Issues for Case-Based Reasoning from Ensemble Research
-
Cunningham, P., & Zenobi, G., (2001) Case Representation Issues for Case-Based Reasoning from Ensemble Research, to be presented at ICCBR 2001
-
(2001)
ICCBR 2001
-
-
Cunningham, P.1
Zenobi, G.2
-
7
-
-
0002678783
-
Genetic Approach for Feature Selection for Ensemble Creation
-
Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). Orlando, Florida USA, San Francisco, CA: Morgan Kaufmann
-
Guerra-Salcedo, C., Whitley, D., (1999a). Genetic Approach for Feature Selection for Ensemble Creation. in GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). Orlando, Florida USA, pp236-243, San Francisco, CA: Morgan Kaufmann
-
(1999)
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 236-243
-
-
Guerra-Salcedo, C.1
Whitley, D.2
-
9
-
-
0025507176
-
Neural Network Ensembles
-
Hansen, L.K., Salamon, P., (1990) Neural Network Ensembles, IEEE Pattern Analysis and Machine Intelligence, 1990. 12, 10, 993-1001
-
(1990)
IEEE Pattern Analysis and Machine Intelligence
, vol.12
, Issue.10
, pp. 993-1001
-
-
Hansen, L.K.1
Salamon, P.2
-
10
-
-
0032139235
-
The Random Subspace Method for Constructing Decision Forests
-
Ho, T.K., (1998a) The Random Subspace Method for Constructing Decision Forests, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20, 8, 832-844
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.8
, pp. 832-844
-
-
Ho, T.K.1
-
11
-
-
84947786689
-
Nearest Neighbours in Random Subspaces
-
A. Amin, D. Dori, P. Puil, H. Freeman, (eds.), Springer Verlag LNCS 1451
-
Ho, T.K., (1998b) Nearest Neighbours in Random Subspaces, Proc. Of 2nd International Workshop on Statistical Techniques in Pattern Recognition, A. Amin, D. Dori, P. Puil, H. Freeman, (eds.) pp 640-648, Springer Verlag LNCS 1451
-
(1998)
Proc. Of 2Nd International Workshop on Statistical Techniques in Pattern Recognition
, pp. 640-648
-
-
Ho, T.K.1
-
12
-
-
0002959696
-
The Wrapper Approach
-
H. Liu & H. Motoda (eds.), Kluwer Academic Publishers
-
Kohavi, R. & John, G.H., (1998) The Wrapper Approach, in Feature Selection for Knowledge Discovery and Data Mining, H. Liu & H. Motoda (eds.), Kluwer Academic Publishers, pp33-50
-
(1998)
Feature Selection for Knowledge Discovery and Data Mining
, pp. 33-50
-
-
Kohavi, R.1
John, G.H.2
-
13
-
-
85054435084
-
Neural Network Ensembles, Cross Validation and Active Learning
-
G. Tesauro, D. S. Touretsky, T. K. Leen, eds., MIT Press, Cambridge MA
-
Krogh, A., Vedelsby, J., (1995) Neural Network Ensembles, Cross Validation and Active Learning, in Advances in Neural Information Processing Systems 7, G. Tesauro, D. S. Touretsky, T. K. Leen, eds., pp231-238, MIT Press, Cambridge MA
-
(1995)
Advances in Neural Information Processing Systems 7
, pp. 231-238
-
-
Krogh, A.1
Vedelsby, J.2
-
14
-
-
0033485370
-
Ensemble learning via negative correlation
-
Liu Y., Yao X. (1999) Ensemble learning via negative correlation, Neural Networks 12, 1999
-
(1999)
Neural Networks
, vol.12
, pp. 1999
-
-
Liu, Y.1
Yao, X.2
-
16
-
-
85156192015
-
Generating Accurate and diverse members of a Neural Network Ensemble
-
Denver, CO. MIT Press
-
Opitz D., Shavlik J., (1996) Generating Accurate and diverse members of a Neural Network Ensemble, Advances in Neural Information Processing Systems, pp. 535-543, Denver, CO. MIT Press. 1996
-
(1996)
Advances in Neural Information Processing Systems
, pp. 535-543
-
-
Opitz, D.1
Shavlik, J.2
-
17
-
-
0030365938
-
Error Correlation and Error Reduction in Ensemble Classifiers
-
Tumer, K., and Ghosh, J., (1996) Error Correlation and Error Reduction in Ensemble Classifiers, Connection Science, Vol. 8, No. 3 & 4, pp 385-404
-
(1996)
Connection Science
, vol.8
, Issue.3-4
, pp. 385-404
-
-
Tumer, K.1
Ghosh, J.2
|