Data clustering: 50 years beyond K-means
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Summary
A brief overview of clustering is provided, well known clustering methods are summarized, the major challenges and key issues in designing clustering algorithms are discussed, and some of the emerging and useful research directions are pointed out.
- Type
- article
- Published
- 2008-09-15
- Cited by
- 9,630
- References
- 190
- OpenAlex
- https://openalex.org/W2011430131
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:11152703
Keywords
Cluster analysis, Computer science, Correlation clustering, Consensus clustering, CURE data clustering algorithm
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