Dynamic Data Inclusion with Sliding Window

Author:

Sanderson DominicORCID,Kalganova TatianaORCID

Publisher

Springer Nature Singapore

Reference20 articles.

1. Gudivada V, Apon A, Ding J (2017) Data quality considerations for big data and machine learning: going beyond data cleaning and transformations. Int J Adv Softw 10:1–20

2. Lenherr N, Pawlitzek R, Michel B (2021) New universal sustainability metrics to assess edge intelligence. Sustain Comput: Inform Syst 31:100580

3. Angelova A, Abu-Mostafam Y, Perona P (2005) Pruning training sets for learning of object categories. In: 2005 IEEE Computer Society conference on computer vision and pattern recognition (CVPR’05), vol 1, pp 494–501

4. Saadatfar H, Khosravi S, Joloudari JH, Mosavi A, Shamshirband S (2020) A new k-nearest neighbors classifier for big data based on efficient data pruning. Mathematics 8(2)

5. Sanderson D, Kalgonova T (2022) Maintaining performance with less data

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