Projection-Based Clustering through Self-Organization and Swarm Intelligence: Combining Cluster Analysis with the Visualization of High-Dimensional Data

Projection-Based Clustering through Self-Organization and Swarm Intelligence: Combining Cluster Analysis with the Visualization of High-Dimensional Data

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...

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Detalhes bibliográficos
Autor principal: Michael Christoph Thrun (auth)
Formato: Capítulo de Livro
Publicado em: Springer Nature 2018
Assuntos:
Visualization
Knowledge Discovery
Swarm Intelligence
Unsupervised Machine Learning
Data Science
Game Theory
3D Printing
Dimensionality Reduction
Multivariate Data
Analysis of Structured Data
Self-Organization
Emergence
Advanced Analytics
High-Dimensional Data
Cluster Analysis
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