Download free course Projection-Based Clustering through Self-Organization and Swarm Intelligence, pdf file on 210 pages by Michael Christoph Thrun.
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.
Table of contents
Pages : | 210 |
Size : | 51.7 MB |
Downloads: | 52 |
Created: | 2022-02-03 |
License: | CC BY |
Author(s): | Michael Christoph Thrun |
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