-
1
-
-
0030819669
-
Empirical support for winnow and weighted-mtajority algorithms
-
Blum, A. (1997). Empirical support for Winnow and Weighted-Majority algorithms. Machine Learning, 26, 5-23.
-
(1997)
Machine Learning
, vol.26
, pp. 5-23
-
-
Blum, A.1
-
3
-
-
0031140246
-
How to use expert advice
-
Cesa-Bianchi, N., Freund, Y., Haussler, D., Helmbold, D. P., Schapire, R. E., & Warmuth, M. K. (1997). How to use expert advice. Journal of the ACM, 44, 427-485.
-
(1997)
Journal of the ACM
, vol.44
, pp. 427-485
-
-
Cesa-Bianchi, N.1
Freund, Y.2
Haussler, D.3
Helmbold, D.P.4
Schapire, R.E.5
Warmuth, M.K.6
-
4
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund, Y., & Schapire, R. (1997). A decision-theoretic generalization of on-line learning and an application to boosting. J. Computer and Sys. Sciences, 55, 119-139.
-
(1997)
J. Computer and Sys. Sciences
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.2
-
5
-
-
0032164946
-
Sequential predictions of individual sequences under general loss functions
-
Haussler, D., Kivinen, J., & Warmuth, M. (1998). Sequential predictions of individual sequences under general loss functions. IEEE Transactions on Information Theory, 44, 1906-1925.
-
(1998)
IEEE Transactions on Information Theory
, vol.44
, pp. 1906-1925
-
-
Haussler, D.1
Kivinen, J.2
Warmuth, M.3
-
6
-
-
0002896413
-
Tracking drifting concepts by minimising disagreements
-
Helmbold, D. P., & Long, P. M. (1994). Tracking drifting concepts by minimising disagreements. Machine Learning, 14, 27-45.
-
(1994)
Machine Learning
, vol.14
, pp. 27-45
-
-
Helmbold, D.P.1
Long, P.M.2
-
9
-
-
34250091945
-
Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
-
Littlestone, N. (1988). Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning, 2, 285-318.
-
(1988)
Machine Learning
, vol.2
, pp. 285-318
-
-
Littlestone, N.1
-
12
-
-
85018095293
-
Beyond incremental processing: Tracking concept drift
-
AAAI Press
-
Schlimmer, J., & Granger, R. (1986). Beyond incremental processing: Tracking concept drift. Proceedings of the 5th AAAI Conference (pp. 502-507). AAAI Press.
-
(1986)
Proceedings of the 5th AAAI Conference
, pp. 502-507
-
-
Schlimmer, J.1
Granger, R.2
-
13
-
-
0035788947
-
A streaming ensemble algorithm (SEA) for large-scale classification
-
ACM Press
-
Street, W., & Kim, Y. (2001). A streaming ensemble algorithm (SEA) for large-scale classification. Proceedings of the 7th SIGKDD Conference (pp. 377-382). ACM Press.
-
(2001)
Proceedings of the 7th SIGKDD Conference
, pp. 377-382
-
-
Street, W.1
Kim, Y.2
-
14
-
-
85048665932
-
Aggregating strategies
-
Morgan Kaufmann
-
Vovk, V. (1990). Aggregating strategies. Proceedings of the 3rd COLT Workshop (pp. 371-386). Morgan Kaufmann.
-
(1990)
Proceedings of the 3rd COLT Workshop
, pp. 371-386
-
-
Vovk, V.1
-
15
-
-
0032047115
-
A game of prediction with expert advice
-
Vovk, V. (1998). A game of prediction with expert advice. J. of Computer and System Sciences, 56, 153-173.
-
(1998)
J. of Computer and System Sciences
, vol.56
, pp. 153-173
-
-
Vovk, V.1
-
16
-
-
0030126609
-
Learning in the presence of concept drift and hidden contexts
-
Widmer, G., & Kubat, M. (1996). Learning in the presence of concept drift and hidden contexts. Machine Learning, 23, 69-101.
-
(1996)
Machine Learning
, vol.23
, pp. 69-101
-
-
Widmer, G.1
Kubat, M.2
|