Keywords

Center (category theory)Theory of computationAlgorithmApproximation algorithmCombinatoricsMathematicsCluster analysisk-means clusteringRunning timeSimple (philosophy)Discrete mathematics

Affiliated Institutions

Related Publications

How fast is the k-means method?

We present polynomial upper and lower bounds on the number of iterations performed by the k-means method (a.k.a. Lloyd's method) for k-means clustering. Our upper bounds are pol...

2005 Symposium on Discrete Algorithms 46 citations

Publication Info

Year
2002
Type
article
Volume
33
Issue
2
Pages
201-226
Citations
244
Access
Closed

External Links

Social Impact

Social media, news, blog, policy document mentions

Citation Metrics

244
OpenAlex

Cite This

Pankaj K. Agarwal, Cecilia M. Procopiuc (2002). Exact and Approximation Algorithms for Clustering. Algorithmica , 33 (2) , 201-226. https://doi.org/10.1007/s00453-001-0110-y

Identifiers

DOI
10.1007/s00453-001-0110-y