On Studying the Effect of Data Quality on Classification Performances

Author:

Jouseau Roxane,Salva Sébastien,Samir Chafik

Publisher

Springer International Publishing

Reference18 articles.

1. Abedjan, Z., et al.: Detecting data errors: where are we and what needs to be done? Proc. VLDB Endowment 9(12), 993–1004 (2016)

2. Ataeyan, M., Daneshpour, N.: A novel data repairing approach based on constraints and ensemble learning. Expert Syst. Appl. 159, 113511 (2020)

3. Blake, C., Merz, C.: UCI repository of machine learning databases (1998)

4. Chu, Xu, I.F.I., Papotti, P.: Holistic data cleaning: putting violations into context. In: IEEE 29th International Conference on Data Engineering (ICDE) (2013)

5. Chu, X., Ilyas, I.F.: Qualitative data cleaning. Proc. VLDB Endowment 9(13), 1605–1608 (2016)

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