Clustering Based Active Learning for Evolving Data Streams

Author:

Ienco Dino,Bifet Albert,Žliobaitė Indrė,Pfahringer Bernhard

Publisher

Springer Berlin Heidelberg

Reference24 articles.

1. Asuncion, A., Newman, D.: UCI machine learning repository, University of California, Irvine, School of Information and Computer Sciences (2007)

2. Attenberg, J., Provost, F.: Online active inference and learning. In: Proc. of the 17th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, KDD, pp. 186–194 (2011)

3. Bifet, A., Holmes, G., Kirkby, R., Pfahringer, B.: MOA: Massive Online Analysis. J. Mach. Learn. Res. 11, 1601–1604 (2010)

4. Cesa-Bianchi, N., Gentile, C., Zaniboni, L.: Worst-case analysis of selective sampling for linear classification. J. Mach. Learn. Res. 7, 1205–1230 (2006)

5. Cohn, D., Atlas, l., Ladner, R.: Improving generalization with active learning. Machine Learning 15, 201–221 (1994)

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