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Density-based random swap algorithm for research purposes. Requires the CB modules package from http://cs.uef.fi/sipu/soft/modules.zip. Used in my thesis: Piiroinen, J. (2018). Density-based clustering. (Master's thesis)

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cbden

This is a clustering software that implements a density-based modification of the random swap algorithm. It is a centroid-based clustering algorithm that calculates weights for each centroid based on densities of the clusters. The distances from centroids to vectors are then calculated as weighted distances.

Requirements

The CB modules package (http://cs.uef.fi/sipu/soft/modules.zip) is required for the program to be compiled. See the makefile for further details.

Usage

Run the program without parameters, and it will show all the command-line options. The datasets and possible ground truth centroids must be given in codebook format (.ts, .cb).

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Density-based random swap algorithm for research purposes. Requires the CB modules package from http://cs.uef.fi/sipu/soft/modules.zip. Used in my thesis: Piiroinen, J. (2018). Density-based clustering. (Master's thesis)

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