clustering Algorithm's Matlab codes

Hi

I saw K-mean and Hierarchical Clustering's Code in Matlab and used them for Testing my work(my work is about text clustering).

but I need More Other clustering Algorithm's CODE such as : Density-based clustering (Like Gaussian distributions .. ) , Distribution-based clustering(Like DBSCAN) or Other methods(like : bisecting k-mean , Fuzzy c-means , k-mean++ , k-medoids and .. )

http://en.wikipedia.org/wiki/Cluster_analysis

it's very important to me ! can anybody help me??

Answer 1

[Yarpiz / Mostapha Heris]

You can see following posts on MATLAB File Exchange:

DBSCAN Clustering Algorithm:

http://www.mathworks.com/matlabcentral/fileexchange/52905-dbscan-clustering-algorithm

Evolutionary and Automatic Clustering:

http://www.mathworks.com/matlabcentral/fileexchange/52865-evolutionary-clustering-and-automatic-clustering

Answer 2

[Andrew]

Gaussian mixture modeling can be done with gmdistribution: http://www.mathworks.com/help/stats/gmdistribution-class.html

K-medoid clustering can be done with the 14b function kmedoids: http://www.mathworks.com/help/stats/kmedoids.html

Answer 3

[Satadru Mukherjee]

You can see following video for DBSCAN Clustering Algorithm:

https://youtu.be/Ia0a4B2m9HQ