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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Bibliografiska uppgifter
Huvudupphovsman: Thrun, Michael Christoph
Övriga upphovsmän: Ultsch, Alfred G. H. (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Materialtyp: Dissertation
Språk:engelska
Publicerad: Philipps-Universität Marburg 2018
Ämnen:
Schwarmintelligenz
Graphentheorie
Cluster
Emergenz
Dimensionality Reduction
Selbstorganisation
Datenauswer
Cluster Analysis
Cluster-Analyse
3D pr
Visualization
Knowledge Discovery
Unsupervised machine learning
Schwarmintelligenz, Dimensionsreduktion
Datenanalyse
Spieltheorie
Datenanalyse ,
Swarm Intelligence
Dimensionsreduktion
Cluster Analyse
Mathematik
Data science
Mathematics
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