Projection Based Clustering through Self Organization and Swarm Intelligence is popular PDF and ePub book, written by Michael Christoph Thrun in 2018-01-09, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Projection Based Clustering through Self Organization and Swarm Intelligence can be Read Online from any device for your convenience.
Projection Based Clustering through Self Organization and Swarm Intelligence Book PDF Summary
This open access book 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.
Detail Book of Projection Based Clustering through Self Organization and Swarm Intelligence PDF
- Author : Michael Christoph Thrun
- Release : 09 January 2018
- Publisher : Springer
- ISBN : 9783658205409
- Genre : Computers
- Total Page : 210 pages
- Language : English
- PDF File Size : 11,9 Mb
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