Adaptive windowing based recurrent neural network for drift adaption in non-stationary environment

Author:

Suryawanshi Shubhangi,Goswami Anurag,Patil Pramod,Mishra Vipul

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science

Reference40 articles.

1. Ayad O (2014) Learning under concept drift with support vector machines. Lect Notes Comput Sci 8681:587–594

2. Baier L, Schlör T, Schöffer J, Kühl N (2021) Detecting concept drift with neural network model uncertainty. CoRR abs/2107.01873. arXiv:2107.01873

3. Bifet A, Kirkby R (2009) Data stream mining a practical approach. Kluwer Academic Publishers, London

4. Bifet A, Pfahringer B (2009) Improving adaptive bagging methods for evolving data streams. In: In ACML, vol 5828 LNAI, pp 23–37. https://doi.org/10.1007/978-3-642-05224-8_4

5. Charu A (2015) Chapter 9 A survey of stream classification algorithms. Kluwer Academic Publishers, London

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