Introduction to Data Mining, Chapter 8: Cluster Analysis: Basic Concepts and Algorithms (Tan P-N, Kumar, 2006)
Obligatory reading: sections 8.2 (you may skip 8.2.6), 8.3 (skip 8.3.3), The Silhouette Coefficient (pg. 541). Everything else is also quite easy to read, so we recommend it.
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