Home » Others » Projection-Based Clustering through Self-Organization and Swarm Intelligence

Projection-Based Clustering through Self-Organization and Swarm Intelligence

Projection-Based Clustering through Self-Organization and Swarm Intelligence


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
File type : PDF
Downloads: 15
Submitted On: 2022-02-03
License: CC BY
Author(s): Michael Christoph Thrun

Take advantage of this course called Projection-Based Clustering through Self-Organization and Swarm Intelligence to improve your Others skills and better understand Computer science.

This course is adapted to your level as well as all Computer science pdf courses to better enrich your knowledge.

All you need to do is download the training document, open it and start learning Computer science for free.

This tutorial has been prepared for the beginners to help them understand basic Computer science Others. After completing this tutorial you will find yourself at a moderate level of expertise in Computer science from where you can take yourself to next levels.

This tutorial is designed for Computer science students who are completely unaware of Computer science concepts but they have basic understanding on Others training.

Download

Tutorials in the same categorie :