Skip to content
Home/ Projection-Based Clustering Through Self-Organization and Swarm Intelligence: Combining Cluster Anal
Projection-Based Clustering Through Self-Organization and Swarm Intelligence: Combining Cluster Anal

Projection-Based Clustering Through Self-Organization and Swarm Intelligence: Combining Cluster Anal

by Projection-Based Clustering Through Self-Organization and Swarm Intelligence: Combining Cluster Analysis With the Visualization of High-Dimensional Da
No customer reviews yet ISBN 9781013269912

This 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.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

About the author

Product details

Pub dateOct 8, 2020
ISBN-101013269918
ISBN-139781013269912
LanguageEnglish
Last updated 2025-06-26 11:57
$52.00 $55.95 7% off
You save $3.95 · list price $55.95
In stock — ships in 24 hours with free tracking
Delivery by Monday, September 14, 2026
Qty
Sign in to Add to Saved list
Free delivery on orders over $35.
15-day returns. Any reason.
Secure checkout. We never store card details.

Readers who bought this also bought

More from Data Science - General
See all
HTML Virtual Classroom
Fuller, Robert
$28.02
Interactive Computing Series: Microsoft FrontPage 2000 Brief Edition (Brief)
Laudon, Kenneth C
$39.81
Writing Hypertext and Learning: Conceptual and Empirical Approaches
Emerald Publishing Limited
$199.99
Advances in Imaging and Electron Physics: Volume 140
Hawkes, Peter W
$317.93
Essential Guide to Video Processing
Bovik, Alan C
$113.44
Essential Guide to Image Processing [With CDROM]
<ul> <li>A complete introduction to the basic and intermediate concepts of image processing from the leading people in the field</li> <li>Up-to-date content, including statistical modeling of natural, anistropic diffusion, image quality and the latest developments in JPEG 2000 </li></ul> <p>This comprehensive and state-of-the art approach to image processing gives engineers and students a thorough introduction, and includes full coverage of key applications: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. <i>"This book combines basic image processing techniques with some of the most advanced procedures. Introductory chapters dedicated to general principles are presented alongside detailed application-orientated ones. As a result it is suitably adapted for different classes of readers, ranging from Master to PhD students and beyond." - Prof. Jean-Philippe Thiran, EPFL, Lausanne, Switzerland</i> <p><i></i></p> <p><i>"Al Bovik's compendium proceeds systematically from fundamentals to today's research frontiers. Professor Bovik, himself a highly respected leader in the field, has invited an all-star team of contributors. Students, researchers, and practitioners of image processing alike should benefit from the Essential Guide." - Prof. Bernd Girod, Stanford University, USA</i></p> <p><i></i></p> <p><i>"This book is informative, easy to read with plenty of examples, and allows great flexibility in tailoring a course on image processing or analysis." - Prof. Pamela Cosman, University of California, San Diego, USA</i></p>
$96.47