-
2
-
-
0031074521
-
Locally weighted learning
-
Atkeson, C.G., Moore, A.W., Schaal, S.: Locally weighted learning. Artificial Intelligence Review 11(1-5), 11-73 (1997
-
(1997)
Artificial Intelligence Review
, vol.11
, Issue.1-5
, pp. 11-73
-
-
Atkeson, C.G.1
Moore, A.W.2
Schaal, S.3
-
3
-
-
51349124012
-
Effcient instance-based learning on data streams
-
Beringer, J., Hüllermeier, E.: effcient instance-based learning on data streams. Intell. Data Anal. 11(6), 627-650 (2007
-
(2007)
Intell. Data Anal
, vol.11
, Issue.6
, pp. 627-650
-
-
Beringer, J.1
Hüllermeier, E.2
-
4
-
-
70449100647
-
Learning from time-changing data with adaptive windowing
-
SIAM, Philadelphia
-
Bifet, A., Gavalda, R.: Learning from time-changing data with adaptive windowing. In: SDM, pp. 443-448. SIAM, Philadelphia (2007
-
(2007)
SDM
, pp. 443-448
-
-
Bifet, A.1
Gavalda, R.2
-
5
-
-
12244286335
-
Systematic data selection to mine concept-drifting data streams
-
ACM, New York
-
Fan, W.: Systematic data selection to mine concept-drifting data streams. In: Proc. 10th ACM SIGKDD, pp. 128-137. ACM, New York (2004
-
(2004)
Proc. 10th ACM SIGKDD
, pp. 128-137
-
-
Fan, W.1
-
6
-
-
33749618778
-
Learning with drift detection
-
Springer, Heidelberg
-
Gama, J., Medas, P., Castillo, G., Rodrigues, P.P.: Learning with drift detection. In: 17th Brazilian Symposium on AI. LNCS, pp. 286-295. Springer, Heidelberg (2004
-
(2004)
17th Brazilian Symposium on AI. LNCS
, pp. 286-295
-
-
Gama, J.1
Medas, P.2
Castillo, G.3
Rodrigues, P.P.4
-
7
-
-
4544289585
-
Mining data streams under block evolution
-
Ganti, V., Gehrke, J., Ramakrishnan, R.: Mining data streams under block evolution. SIGKDD Explor. Newsl. 3(2), 1-10 (2002
-
(2002)
SIGKDD Explor. Newsl
, vol.3
, Issue.2
, pp. 1-10
-
-
Ganti, V.1
Gehrke, J.2
Ramakrishnan, R.3
-
8
-
-
33749394792
-
Splice-2 comparative evaluation: Electricity pricing
-
The University of South Wales
-
Harries, M.: Splice-2 comparative evaluation: Electricity pricing. Technical report, The University of South Wales (1999
-
(1999)
Technical Report
-
-
Harries, M.1
-
9
-
-
0035789299
-
Mining time-changing data streams
-
ACM, New York
-
Hulten, G., Spencer, L., Domingos, P.: Mining time-changing data streams. In: KDD 2001: Proc. of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 97-106. ACM, New York (2001
-
KDD 2001 Proc. of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, vol.2001
, pp. 97-106
-
-
Hulten, G.1
Spencer, L.2
Domingos, P.3
-
10
-
-
70349856450
-
-
The Central Co-ordinating Team. Technical Reports, London: Centre for Comparative Social Surveys, City University, 2005
-
Jowell, R., The Central Co-ordinating Team.: European social survey 2002/2003; 2004/2005; 2006/2007. Technical Reports, London: Centre for Comparative Social Surveys, City University, 2003, 2005, 2007
-
(2003)
European Social Survey 2002/2003; 2004/2005; 2006/2007
-
-
Jowell, R.1
-
11
-
-
0141804082
-
Detecting concept drift with support vector machines
-
Morgan Kaufmann, San Francisco
-
Klinkenberg, R., Joachims, T.: Detecting concept drift with support vector machines. In: Proc. 17th ICML, pp. 487-494. Morgan Kaufmann, San Francisco (2000
-
(2000)
Proc. 17th ICML
, pp. 487-494
-
-
Klinkenberg, R.1
Joachims, T.2
-
12
-
-
37749050180
-
Dynamic weighted majority: An ensemble method for drifting concepts
-
Kolter, J.Z., Maloof, M.A.: Dynamic weighted majority: An ensemble method for drifting concepts. J. of Machine Learning Research 8, 2755-2790 (2007
-
(2007)
J. of Machine Learning Research
, vol.8
, pp. 2755-2790
-
-
Kolter, J.Z.1
Maloof, M.A.2
-
16
-
-
38149140915
-
Detecting concept drift using statistical testing
-
In: Corruble, V., Takeda, M., Suzuki, E. (eds.) DS 2007. Springer, Heidelberg
-
Nishida, K., Yamauchi, K.: Detecting concept drift using statistical testing. In: Corruble, V., Takeda, M., Suzuki, E. (eds.) DS 2007. LNCS (LNAI), vol.4755, pp. 264-269. Springer, Heidelberg (2007
-
(2007)
LNCS (LNAI)
, vol.4755
, pp. 264-269
-
-
Nishida, K.1
Yamauchi, K.2
-
17
-
-
37249002736
-
Multi-agent system approach to react to sudden environmental changes
-
Raudys, S., Mitasiunas, A.: Multi-agent system approach to react to sudden environmental changes. In: Proc. 5th MLDM. LNCS, pp. 810-823 (2007
-
(2007)
Proc. 5th MLDM. LNCS
, pp. 810-823
-
-
Raudys, S.1
Mitasiunas, A.2
-
18
-
-
0035788947
-
A streaming ensemble algorithm (sea) for large-scale classi fication
-
ACM, New York
-
Street, W.N., Kim, Y.: A streaming ensemble algorithm (sea) for large-scale classi fication. In: Proc. 7th ACM SIGKDD, pp. 377-382. ACM, New York (2001
-
(2001)
Proc. 7th ACM SIGKDD
, pp. 377-382
-
-
Street, W.N.1
Kim, Y.2
-
19
-
-
35348907876
-
Dynamic integration of classifiers for handling concept drift
-
Tsymbal, A., Pechenizkiy, M., Cunningham, P., Puuronen, S.: Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9(1), 56-68 (2008
-
(2008)
Inf. Fusion
, vol.9
, Issue.1
, pp. 56-68
-
-
Tsymbal, A.1
Pechenizkiy, M.2
Cunningham, P.3
Puuronen, S.4
-
20
-
-
70349885783
-
Instance selection method (.sh) for classi.er training under concept drift
-
Vilnius University
-
¡Zliobaitÿe, I.: Instance selection method (.sh) for classi.er training under concept drift. Technical report, Vilnius University 2009-2101 (2009
-
(2009)
Technical Report
, pp. 2009-2101
-
-
Zliobaitye, I.1
-
21
-
-
77952415079
-
Mining concept-drifting data streams using ensemble classifiers
-
ACM, New York
-
Wang, H., Fan, W., Yu, P.S., Han, J.: Mining concept-drifting data streams using ensemble classifiers. In: Proc. 9th ACM SIGKDD, pp. 226-235. ACM, New York (2003
-
(2003)
Proc. 9th ACM SIGKDD
, pp. 226-235
-
-
Wang, H.1
Fan, W.2
Yu, P.S.3
Han, J.4
-
22
-
-
0030126609
-
Learning in the presence of concept drift and hidden contexts
-
Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning 23(1), 69-101 (1996
-
(1996)
Machine Learning
, vol.23
, Issue.1
, pp. 69-101
-
-
Widmer, G.1
Kubat, M.2
|