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Update 05-clustering.md - fix link for spectral clustering
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mike-ivs authored May 23, 2024
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## Spectral clustering

Spectral clustering is a technique that attempts to overcome the linear boundary problem of k-means clustering.
It works by treating clustering as a graph partitioning problem and looks for nodes in a graph with a small distance between them. See [this](http://www.cvl.isy.liu.se:82/education/graduate/spectral-clustering/SC_course_part1.pdf) introduction to spectral clustering if you are interested in more details about how spectral clustering works.
It works by treating clustering as a graph partitioning problem and looks for nodes in a graph with a small distance between them. See [this](https://www.cvl.isy.liu.se/education/graduate/spectral-clustering/SC_course_part1.pdf) introduction to spectral clustering if you are interested in more details about how spectral clustering works.

Here is an example of spectral clustering on two concentric circles:

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