Performance evaluation of some clustering algorithms and validity indices

2002 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,414 citations · 1 from inside this corpus

Ujjwal Maulik, Sanghamitra Bandyopadhyay

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.

9 of 9 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
A Cluster Separation Measure	1979	9,060
Algorithms for Clustering Data	1990	7,849
Algorithms for clustering data	1989	6,473
An Examination of Procedures for Determining the Number of Clusters in a Data Set	1985	3,889
A validity measure for fuzzy clustering	1991	3,401
Pattern Recognition Principles	2009	3,207
A Dendrite Method for Cluster Analysis	1974	1,559
Genetic algorithm-based clustering technique	2000	1,459

What cites it, inside the corpus

Paper	Year	Cited
An extensive comparative study of cluster validity indices	2012	1,400

Links

DOI · OpenAlex record

Topics

Advanced Clustering Algorithms Research	Computer Science
Data Management and Algorithms	Computer Science
Complex Network Analysis Techniques	Physics and Astronomy

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.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:59+00:00.

sha256 59007f057c7dae86…