Clustering with Matlab
Home
Publications
Vision blog
Food design (PhD)
Clustering with Matlab
Personal bits
CV
email me
This page brings together a variety of resources for performing cluster analysis using Matlab. The links are divided into two sections: first, my own Matlab code (.m files) for a variety of clustering algorithms and related utility functions, and second, a list of external links to other toolboxes. If you know of other sites that ought to be included, drop me a note. Everything listed is free (some under GNU licensing), except for the Mathworks toolboxes. Everything works with Version 5, some with earlier versions too.
Note: This page is quite old, so some links may be broken. I'll try and update it one day...
Local links:
|
Zipped .m files for clustering: |
|
|
(Last updated December 2000) |
Includes k-means, hierarchical (single-, complete- and mean-linkage), EM for Gaussian Mixture Models, fuzzy c-means, and a demo. Also includes some utilities (for Rand index, data generation, PCA plots etc.). Please Note: some functions also require the Netlab toolbox to be installed (see below).
|
External links:
|
Sites with Matlab .m files for clustering: |
||
|
Helsinki University, Finland |
Includes self-organising maps, LVQ, k-means. (Based on SOM_PAK.) |
|
|
Aston University, UK |
Includes Gaussian mixture models (using EM), k-means, and lots of neural network code (MLPs, RBFs etc.) |
|
|
Hsinchu University, Taiwan |
Includes hierarchical clustering, k-means |
|
|
Drexel University, USA |
Notes from "Statistical Pattern Recognition" course. Includes k-means, fuzzy c-means, BSAS, et al. |
|
|
Mathworks (the makers of Matlab) |
Hierarchical clustering (plus loads of statistical tools) Fuzzy c-means (plus loads of fuzzy control tools) |
|
|
General Matlab sites: |
||
|
|
Directory of Matlab resources |
|
|
Mathworks |
Many free toolboxes (though not much for clustering) |
|
All contents are licenced under this Creative Commons Licence unless explicity stated otherwise.