MATLAB spectral clustering package

[Wenyen]

Dear MLers,

We announce a MATLAB spectral clustering package for large data sets:

http://www.cs.ucsb.edu/~wychen/sc.html

Our tool can handle large data sets (200,000 RCV1 data) on a 4GB
memory
general machine.

Spectral clustering algorithm has been shown to be more effective in
finding clusters than some traditional algorithms such as k-means.
To perform clustering on large data sets, we implement various ways
of approximating the dense similarity matrix. An accompanying paper
is available at

http://www.cs.ucsb.edu/~wychen/publications/PSC08.pdf

For any feedback, please feel free to contact Wen-Yen Chen
<wyc...@cs.ucsb.edu>
and Chih-Jen Lin <cj...@csie.ntu.edu.tw>.

Thanks,
Wen-Yen