Data Imputation with an Improved Robust and Sparse Fuzzy K-Means Algorithm

Author:

Scully-Allison Connor,Wu Rui,Dascalu Sergiu M.,Barford Lee,Harris Frederick C.

Publisher

Springer International Publishing

Reference19 articles.

1. NRDC: Nevada research data center [Online]. Available: http://sensor.nevada.edu/NRDC/ pp. 1–6 (2018). Last accessed 12 Dec 2018

2. Schmitt, P., Mandel, J., Guedj, M.: A comparison of six methods for missing data imputation. J. Biometrics Biostat. 6, 1–6 (2015). https://www.omicsonline.org/open-access/a-comparison-of-six-methods-for-missing-data-imputation-2155-6180-1000224.php?aid=54590

3. Soley-Bori, M.: Dealing with missing data: key assumptions and methods for applied analysis. Department of Health Policy and Management, School of Public Health, Boston University, Technical Report 4, May 2013

4. Beretta, L., Santaniello, A.: Nearest neighbor imputation algorithms: a critical evaluation. BMC Med. Inform. Decis. Mak. 16(3), 74 (2016)

5. Dunn, J.C.: A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters. J. Cybern. 3(3), 32–57 (1973)

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