-
1
-
-
0025725905
-
Instance-Based Learning Algorithms
-
Aha, D. W., D. Kibler & M. K. Albert (1991), Instance-Based Learning Algorithms, Machine Learning, 6, pp. 37-66.
-
(1991)
Machine Learning
, vol.6
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
2
-
-
0030235637
-
Error Reduction through Learning Multiple Descriptions
-
Ali, K. M. & M. J. Pazzani (1996), Error Reduction through Learning Multiple Descriptions, Machine Learning, Vol. 24, No. 3, pp. 173-206.
-
(1996)
Machine Learning
, vol.24
, Issue.3
, pp. 173-206
-
-
Ali, K.M.1
Pazzani, M.J.2
-
3
-
-
0001526276
-
-
The MIT Press
-
Baxt, W. G. (1992), Improving the Accuracy of an Artificial Neural Network using Multiple Differently Trained Networks, Neural Computation, Vol. 4, No. 5, pp. 772-780, The MIT Press.
-
(1992)
Improving the Accuracy of an Artificial Neural Network Using Multiple Differently Trained Networks, Neural Computation
, vol.4
, Issue.5
, pp. 772-780
-
-
Baxt, W.G.1
-
5
-
-
0030211964
-
-
Breiman, L. (1996a), Bagging Predictors, Machine Learning, Vol. 24, No. 2, pp. 123-140.
-
(1996)
Bagging Predictors, Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
6
-
-
0003619255
-
-
Technical Report 450, Department of Statistics, University of California, Berkeley, CA
-
Breiman, L. (1996b), Bias, Variance, and Arcing Classifiers, Technical Report 450, Department of Statistics, University of California, Berkeley, CA.
-
(1996)
Bias, Variance, and Arcing Classifiers
-
-
Breiman, L.1
-
8
-
-
0003802343
-
-
Belmont, CA: Wadsworth
-
Breiman, L., J. H. Friedman, R. A. Olshen & C. J. Stone (1984), Classification And Regression Trees, Belmont, CA: Wadsworth.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
13
-
-
84947945891
-
On the Accuracy of Meta-learning for Scalable Data Mining
-
to appear
-
Chan, P. K. & S. J. Stolfo (1996), On the Accuracy of Meta-learning for Scalable Data Mining, in Journal of Intelligent System, to appear.
-
(1996)
Journal of Intelligent System
-
-
Chan, P.K.1
Stolfo, S.J.2
-
14
-
-
34250080806
-
A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features
-
Cost, S & S. Salzberg (1993), A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features, Machine Learning, 10, pp. 57-78.
-
(1993)
Machine Learning
, vol.10
, pp. 57-78
-
-
Cost, S.1
Salzberg, S.2
-
19
-
-
0029251952
-
-
Kluwer Academic Publishers
-
Kearns, M. & H. S. Seung (1995), Learning from a Population of Hypotheses, Machine Learning, 18, pp. 255-276, Kluwer Academic Publishers.
-
(1995)
Learning from a Population of Hypotheses, Machine Learning
, vol.18
, pp. 255-276
-
-
Kearns, M.1
Seung, H.S.2
-
21
-
-
85054435084
-
Neural Network Ensembles, Cross Validation, and Active Learning
-
G. Tesauro, D. S. Touretsky & T. K. Leen (Editors)
-
Krogh, A. & J. Vedelsby (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 (Editors), pp. 231-238.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 231-238
-
-
Krogh, A.1
Vedelsby, J.2
-
22
-
-
0000367335
-
Multiple Decision Trees
-
R. Shachter, T. Levitt, L. Kanal and J. Lemmer (Editors), North-Holland
-
Kwok, S. K: C. Carter (1990), Multiple Decision Trees, Uncertainty in Artificial Intelligence 4, R. Shachter, T. Levitt, L. Kanal and J. Lemmer (Editors), pp. 327-335, North-Holland.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.4
, pp. 327-335
-
-
Kwok, S.K.1
Carter, C.2
-
23
-
-
0003408496
-
-
Irvine, CA: University of California, Department of Information and Computer Science
-
Merz, C. J. & Murphy, P. M. (1996), UCI Repository of machine learning databases [http://www.ics.uci.edu/mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science.
-
(1996)
UCI Repository of Machine Learning Databases
-
-
Merz, C.J.1
Murphy, P.M.2
-
25
-
-
0000926506
-
When Networks Disagree: Ensemble Methods for Hybrid Neural Networks
-
R. J. Mammone (Editor), Chapman-Hall
-
Perrone, M. P. & L. N. Cooper (1993), When Networks Disagree: Ensemble Methods for Hybrid Neural Networks, in Artificial Neural Networks for Speech and Vision, R. J. Mammone (Editor), Chapman-Hall.
-
(1993)
Artificial Neural Networks for Speech and Vision
-
-
Perrone, M.P.1
Cooper, L.N.2
-
26
-
-
0030368639
-
Scaling Up: Distributed Machine Learning with Cooperation
-
Menlo Park, CA: AAAI Press
-
Provost, F. J. & D. N. Hennessy (1996), Scaling Up: Distributed Machine Learning with Cooperation, in Proceedings of the Thirteen National Conference on Artificial Intelligence, pp. 74-79, Menlo Park, CA: AAAI Press.
-
(1996)
Proceedings of the Thirteen National Conference on Artificial Intelligence
, pp. 74-79
-
-
Provost, F.J.1
Hennessy, D.N.2
-
28
-
-
0030370417
-
Boosting, Bagging, and C4. 5
-
AAAI Press
-
Quinlan, J. R. (1996), Boosting, Bagging, and C4. 5, in Proceedings of the 13th National Conference on Artificial Intelligence, pp. 725-730, AAAI Press.
-
(1996)
Proceedings of the 13Th National Conference on Artificial Intelligence
, pp. 725-730
-
-
Quinlan, J.R.1
-
29
-
-
0344751347
-
Inductive Knowledge Acquisition: A Case Study
-
J. R. Quinlan (Editor). Turing Institute Press with Addison Wesley
-
Quinlan, J. R., P. J. Compton, K. A. Horn & L. Lazarus (1987), Inductive Knowledge Acquisition: A Case Study, in Applications of Expert Systems, J. R. Quinlan (Editor). Turing Institute Press with Addison Wesley.
-
(1987)
Applications of Expert Systems
-
-
Quinlan, J.R.1
Compton, P.J.2
Horn, K.A.3
Lazarus, L.4
-
30
-
-
0025448521
-
The Strength of Weak Learnability
-
Kluwer Academic Publishers
-
Schapire, R. E. (1990), The Strength of Weak Learnability, Machine Learning, 5, pp. 197-227, Kluwer Academic Publishers.
-
(1990)
Machine Learning
, vol.5
, pp. 197-227
-
-
Schapire, R.E.1
-
31
-
-
0000383868
-
Parallel networks that learn to pronounce English text
-
Sejnowski, T. J. & C. R. Rosenberg (1987), Parallel networks that learn to pronounce English text, Complex Systems, 1, pp. 145-168.
-
(1987)
Complex Systems
, vol.1
, pp. 145-168
-
-
Sejnowski, T.J.1
Rosenberg, C.R.2
-
32
-
-
0041935863
-
Building Robust Learning Systems by Combining Induction and Optimization
-
Tcheng, D., B. Lambert, C-Y. Lu & L. Rendell (1989), Building Robust Learning Systems by Combining Induction and Optimization, in Proceedings of the 11th International Joint Conference on Artificial Intelligence, pp. 806-812.
-
(1989)
Proceedings of the 11Th International Joint Conference on Artificial Intelligence
, pp. 806-812
-
-
Tcheng, D.1
Lambert, B.2
Lu, C.-Y.3
Rendell, L.4
-
35
-
-
0347590537
-
-
to appear in the special issue on Lazy Learning in Artificial Intelligence Review Journal
-
Ting, K. M. (1997), Discretisation in Lazy Learning Algorithms, to appear in the special issue on Lazy Learning in Artificial Intelligence Review Journal.
-
(1997)
Discretisation in Lazy Learning Algorithms
-
-
Ting, K.M.1
-
36
-
-
18144415577
-
-
Working Paper 95/19, Department of Computer Science, University of Waikato
-
Ting, K. M. & B. T. Low (1996), Theory Combination: an alternative to Data Combination, Working Paper 95/19, Department of Computer Science, University of Waikato. [http://www.cs.waikato.ac.nz/cs/Staff/kaiming.html].
-
(1996)
Theory Combination: An Alternative to Data Combination
-
-
Ting, K.M.1
Low, B.T.2
-
39
-
-
84945766475
-
Perceptron Trees: A case study in hybrid concept representations
-
Utgoff, P. E. (1989), Perceptron Trees: A case study in hybrid concept representations, Connection Science, 1, pp. 337-391.
-
(1989)
Connection Science
, vol.1
, pp. 337-391
-
-
Utgoff, P.E.1
-
41
-
-
0026692226
-
Stacked Generalization
-
Pergamon Press
-
Wolpert, D. H. (1992), Stacked Generalization, Neural Networks, Vol. 5, pp. 241-259, Pergamon Press.
-
(1992)
Neural Networks
, vol.5
, pp. 241-259
-
-
Wolpert, D.H.1
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