Comment on "Clustering by passing messages between data points".
editorial · Level V
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- Record sourced from PubMed, PMID 18258881.
- Also identified by DOI 10.1126/science.1150938.
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Abstract
Frey and Dueck (Reports, 16 February 2007, p. 972) described an algorithm termed "affinity propagation" (AP) as a promising alternative to traditional data clustering procedures. We demonstrate that a well-established heuristic for the p-median problem often obtains clustering solutions with lower error than AP and produces these solutions in comparable computation time.
Medical subject headings
- Algorithms
- Cluster Analysis