Projection-based clustering through self-organization and swarm intelligence kindle books 0 license It covers aspects of unsupervised machine learning used for knowledge discovery in data science and introduces a data driven approach to cluster analysis the Databionic swarm DBS DBS consists of the 3D landscape visualization and clustering of data The 3D landscape enables 3D printing of high dimensional data structures The clustering and number of clusters or an absence of cluster structure are verified by the 3D landscape at a glance DBS is the first swarm based technique that shows emergent properties while exploiting concepts of swarm intelligence self organization and the Nash equilibrium concept from game theory It results in the elimination of a global objective function and the setting of parameters By downloading the R package DBS can be applied to data drawn from diverse research fields and used even by non professionals in the field of data mining Projection Based Clustering through Self Organization and Swarm Intelligence.

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