STDS: self-training data streams for mining limited labeled data in non-stationary environment

Author:

Khezri Shirin,Tanha JafarORCID,Ahmadi Ali,Sharifi Arash

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference58 articles.

1. Aggarwal CC (2009) Data streams: an overview and scientific applications. In: Scientific data mining and knowledge discovery. Springer, pp 377–397

2. Baena-García M, del Campo-Ávila J, Fidalgo R, Bifet A, Gavaldà R, Morales-Bueno R (2006) Early drift detection method

3. Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learning Res 7(Nov):2399–2434

4. Bifet A, Holmes G, Kirkby R, Pfahringer B (2010) Moa: massive online analysis. J Mach Learn Res 11(May):1601–1604

5. Blum A, Mitchell T (1998) Combining labeled and unlabeled data with co-training. In: Proceedings of the eleventh annual conference on computational learning theory. ACM , pp 92–100

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