Construct · 1 fields · 1 citations

spectral clustering: a standalone construct

One name. One construct. A landmark on the map.

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Statistics

grouping data points using the eigenvectors of a similarity graph's Laplacian matrix.

In statistics, spectral clustering refers to grouping data points using the eigenvectors of a similarity graph's Laplacian matrix. This meaning comes from von Luxburg (2007) in Statistics and Computing.[1]

Unit
Recovery means
Measured by

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Nearby constructs

grouping3 fields · 4 citationsjingle · one word, three constructs matrix3 fields · 4 citationsjingle · one word, three constructs similarity3 fields · 4 citationsjingle · one word, three constructs

References

von Luxburg, U. (2007). A tutorial on spectral clustering. Statistics and Computing, 17(4), 395-416. https://doi.org/10.1007/s11222-007-9033-z

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