Concepedia

Missing value imputation using unsupervised machine learning techniques

P. S. Raja, K. Thangavel

Soft Computing · 2019 · 110 citations · 17 references

DOI

Concepts

References

17

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

, , +9

Data clustering: 50 years beyond K-means

Anil K. Jain · Pattern Recognition Letters · 2009 · 9.2K citations

, , +12

A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters

J. C. Dunn · Journal of Cybernetics · 1973 · 6.5K citations

, , +4

Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

Zhexue Huang · Data Mining and Knowledge Discovery · 1998 · 2.5K citations

, , +16

ROUGH SET THEORY AND ITS APPLICATIONS TO DATA ANALYSIS

Zdzisław Pawlak · Cybernetics & Systems · 1998 · 857 citations

, , +6