Projection-Based Clustering through Self-Organization and Swarm Intelligence
Michael Christoph Thrun • 2018 • Springer Vieweg
- Author
- Michael Christoph Thrun
- First published
- 2018
- Publisher
- Springer Vieweg
- Genres
- Science · Art
- ISBN
- 9783658205409
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Where it came from
Published in 2018 by Springer Vieweg, this work emerged from Michael Christoph Thrun's doctoral research at the University of Marburg. It serves as a specialized contribution to the field of data science, focusing on the intersection of artificial neural networks and swarm intelligence to address the complexities of high-dimensional data visualization and clustering.
The book is a technical monograph that synthesizes advanced algorithmic approaches, specifically detailing the use of self-organizing maps and swarm-based projections. It was designed for academics and researchers seeking a rigorous mathematical framework for cluster analysis, and it reflects the author’s commitment to providing reproducible research through accompanying software implementations in the R programming language.
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