Active Learning Classification of Drifted Streaming Data

Author:

Woźniak Michał,Ksieniewicz Paweł,Cyganek Bogusław,Kasprzak Andrzej,Walkowiak Krzysztof

Publisher

Elsevier BV

Subject

General Engineering

Reference16 articles.

1. R. O. Duda, P.E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley, 2001.

2. A theory of the learnable;Valiant;Commun. ACM,1984

3. R. Michalski and J. Larson, Selection of Most Representative Training Examples and Incremental Generation of VL[subscript 1] Hypotheses: the Underlying Methodology and the Description of Programs ESEL and AQ11. University of Illinois at Urbana-Champaign. Department of Computer Science, 1978.

4. Incremental learning from noisy data;Schlimmer;Mach. Learn.,1986

5. P. Domingos and G. Hulten, “Mining high-speed data streams,” in Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, ser. KDD “00. New York, NY, USA: ACM, 2000, pp. 71-80.

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