Projection-Based Clustering through Self-Organization and Swarm Intelligence

Projection-Based Clustering through Self-Organization and Swarm Intelligence

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-d...

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Bibliographic Details
Main Author: Thrun, Michael Christoph
Contributors: Ultsch, Alfred G. H. (Prof. Dr.) (Thesis advisor)
Format: Doctoral Thesis
Language:English
Published: Philipps-Universität Marburg 2018
Subjects:
Swarm Intelligence
Visualization
Mathematik
Spieltheorie
Emergenz
Selbstorganisation
Knowledge Discovery
Dimensionsreduktion
Datenanalyse ,
Graphentheorie
Unsupervised machine learning
Cluster Analyse
Cluster Analysis
Cluster-Analyse
3D pr
Data science
Cluster
Schwarmintelligenz, Dimensionsreduktion
Datenauswer
Datenanalyse
Schwarmintelligenz
Dimensionality Reduction
Mathematics
Online Access:PDF Full Text
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