Centroid index: Cluster level similarity measure

Finding groups in data: an introduction to cluster analysis

Choice Reviews Online · 1991 · 10.6K citations

Computing, Biostatistics, Data Science +16

Data clustering: 50 years beyond K-means

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

Computing, Computer Science, Data Science +12

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8.8K citations

Computing, Data Science, Data Analytics +12

Comparing partitions

Lawrence J. Hubert, Phipps Arabie · Journal of Classification · 1985 · 7.7K citations

k-means++: the advantages of careful seeding

David Arthur, Sergei Vassilvitskii · 2007 · 6.3K citations

Computing, Computer Science, Data Science +8