Improving Adaptive Bagging Methods for Evolving Data Streams

Author:

Bifet Albert,Holmes Geoff,Pfahringer Bernhard,Gavaldà Ricard

Publisher

Springer Berlin Heidelberg

Reference24 articles.

1. Asuncion, A., Newman, D.: UCI machine learning repository (2007)

2. Baena-García, M., del Campo-Ávila, J., Fidalgo, R., Bifet, A., Gavaldà, R., Morales-Bueno, R.: Early drift detection method. In: Fourth International Workshop on Knowledge Discovery from Data Streams (2006)

3. Basseville, M., Nikiforov, I.V.: Detection of abrupt changes: theory and application. Prentice-Hall, Inc., Upper Saddle River (1993)

4. Bifet, A., Gavaldà, R.: Learning from time-changing data with adaptive windowing. In: SIAM International Conference on Data Mining, pp. 443–448 (2007)

5. Bifet, A., Gavaldà, R.: Adaptive learning from evolving data streams. In: IDA (2009)

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