Data clustering: 50 years beyond K-means

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Jain, Anil K. “Data Clustering: 50 Years Beyond K-Means”. Pattern Recognition Letters, vol. 31, no. 8, 2010, pp. 651-66, https://doi.org/10.1016/j.patrec.2009.09.011.
Jain, A. K. (2010). Data clustering: 50 years beyond K-means. Pattern Recognition Letters, 31(8), 651-666. https://doi.org/10.1016/j.patrec.2009.09.011
Jain AK. Data clustering: 50 years beyond K-means. Pattern Recognition Letters. 2010;31(8):651-66.
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Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science1,441
Technology: Engineering (General). Civil engineering (General)956
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics937
Technology: Mechanical engineering and machinery746
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks673
The first research to cite this article was titled On extensions of k‐means clustering for automated gating of flow cytometry data and was published in 2010. The most recent citation comes from a 2025 study titled On extensions of k‐means clustering for automated gating of flow cytometry data . This article reached its peak citation in 2021 , with 552 citations.It has been cited in 1,602 different journals, 17% of which are open access. Among related journals, the IEEE Access cited this research the most, with 135 citations. The chart below illustrates the annual citation trends for this article.
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