SINGLE_LINKAGE
Demonstrate MATLAB's Single Linkage Clustering


SINGLE_LINKAGE is a MATLAB library which demonstrates the use of MATLAB's single linkage clustering functions.

Licensing:

The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.

Languages:

SINGLE_LINKAGE is available in a MATLAB version.

Related Data and Programs:

ASA058, a MATLAB library which implements the K-means data clustering algorithm, by David Sparks. This is a version of Applied Statistics Algorithm 58.

ASA113, a MATLAB library which implements a clustering algorithm using transfers and swaps, by Banfield and Bassill. This is a version of Applied Statistics Algorithm 113.

ASA136, a MATLAB library which implements a clustering algorithm, by Hartigan and Wong. This is a version of Applied Statistics Algorithm 136.

CITIES, a dataset directory which contains sets of information about cities and the distances between them;

HARTIGAN, a dataset directory which contains datasets for testing clustering algorithms;

KMEANS, a MATLAB library which contains several different algorithms for the K-Means problem, which organizes a set of N points in M dimensions into K clusters;

LORENZ_CLUSTER, a MATLAB library which takes a set of N points on a trajectory of solutions to the Lorenz equations, and applies the K-means algorithm to organize the data into K clusters.

MARTINEZ, a dataset directory which contains datasets for computational statistics, including cluster analysis;

MATLAB_KMEANS, MATLAB programs which illustrate the use of MATLAB's kmeans() function for clustering N sets of M-dimensional data into K clusters.

PCL, a dataset directory which contains datasets from a gene expression experiment on Arabidopsis, which are candidates for data cluster analysis;

SAMMON_DATA, a MATLAB program which generates six sets of M-dimensional data for cluster analysis.

SPAETH, a dataset directory which contains datasets for cluster analysis;

SPAETH2, a dataset directory which contains datasets for cluster analysis;

Source Code:

Examples and Tests:

You can go up one level to the MATLAB source codes.


Last revised on 20 May 2016.