k-means++: the advantages of careful seeding

2007 · 6,301 citations · 1 from inside this corpus

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

3 of 3 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
Least squares quantization in PCM	1982	15,893
A Survey of Clustering Data Mining Techniques	2006	2,815

What cites it, inside the corpus

Paper	Year	Cited
GraRep	2015	1,633

Links

DOI · OpenAlex record

Topics

Advanced Clustering Algorithms Research	Computer Science
Data Management and Algorithms	Computer Science
Face and Expression Recognition	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports2 author record(s) attached.
supports21 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:43+00:00.

sha256 5cad55ac5d4d41e1…