Clustering Algorithm Based On Directed Graphs

Version 1.2.1.2 (247 KB) by Warren Koontz
This function finds clusters in a data set using an algorithm by Koontz et al.
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Updated 1 Aug 2018

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The algorithm organizes a set of N objects into a directed graph that reveals clusters of
objects. Specically, the algorithm chooses a parent object for each object. The parent
object is also one of the objects in the set and may be the object itself. This parenthood
can be stated as a mapping P(n) of the object indexes into themselves. An object that is
its own parent is an orphan and becomes the root of a cluster.
Further information is provided in an accompanying document.

Cite As

Warren Koontz (2024). Clustering Algorithm Based On Directed Graphs (https://www.mathworks.com/matlabcentral/fileexchange/57320-clustering-algorithm-based-on-directed-graphs), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.2.1.2

Simplified code by making more use of graph object methods.
1.2.1.1

Simplified code by making more use of graph object methods.
1.2.1.0

Now finds parents and orphans in same loop
1.2.0.0

Bug fix to avoid omitting isolated objects from graph structure.
1.1.0.0

Minor changes
A few minor changes
1.0.0.0