Missing value imputation using a fuzzy clustering-based EM approach

Author:

Rahman Md. Geaur,Islam Md Zahidul

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference55 articles.

1. Distribution table: students t [online available: http://www.statsoft.com/textbook/distribution-tables/ ] (2012). Accessed 17 July 2012

2. Tests for significance [online available: http://www.csulb.edu/msaintg/ppa696/696stsig.htm ] (2014). Accessed 12 May 2014

3. Banerjee A, Merugu S, Dhillon IS, Ghosh J (2005) Clustering with bregman divergences. J Mach Learn Res 6:1705–1749

4. Batista G, Monard M (2003) An analysis of four missing data treatment methods for supervised learning. Appl Artif Intell 17(5–6):519–533

5. Bezdek JC, Ehrlich R, Full W (1984) FCM: The fuzzy c-means clustering algorithm. Comput Geosci 10(2):191–203

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