Application of Attribute Correlation in Unsupervised Data Cleaning

Author:

Li Pei1,Dai Chaofan1,Wang Wenqian1

Affiliation:

1. Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China

Publisher

ACM Press

Reference24 articles.

1. Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, and Jiacheng Zhang. 2016. Cleanix: a Parallel Big Data Cleaning System. SIGMOD Rec. 44, 4 (May 2016), 35--40. DOI=http://dx.doi.org/10.1145/2935694.2935702.

2. Xu, S., Lu, B., Baldea, M., Edgar, T. F., Wojsznis, W., & Blevins, T., et al. 2015. Data cleaning in the process industries. Reviews in Chemical Engineering, 31(5), 453--490.

3. Fujii, T., Ito, H., & Miyoshi, S. 2017. Statistical-mechanical analysis connecting supervised learning and semi-supervised learning. Journal of the Physical Society of Japan, 86(6), 063801.

4. Zhang W, Zhang T. X., Shen J. 2005. Dynamic infrared imagery analysis method based on knowledge representation and supervised learning. Infrared and Laser Engineering, (2):216--220. DOI:10.3969/j.issn.1007--2276.2005.02.021.

5. Xu S. L., Wang J. H. 2016. Classification Algorithm Combined with Unsupervised Learning for Data Stream. Pattern Recognition and Artificial Intelligence, (7):665--672. DOI:10.16451/j.cnki.issn1003--6059.201607011.

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