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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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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:
Schwarmintelligenz, Dimensionsreduktion
Cluster Analysis
Selbstorganisation
Emergenz
Schwarmintelligenz
Graphentheorie
Cluster
Datenanalyse
Dimensionality Reduction
Visualization
Datenauswer
Unsupervised machine learning
Cluster-Analyse
Data science
Spieltheorie
Swarm Intelligence
Datenanalyse ,
3D pr
Dimensionsreduktion
Knowledge Discovery
Cluster Analyse
Mathematik
Mathematics
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Call Number: urn:nbn:de:hebis:04-es2018-00028
Publication Date: 2018-01-24
Source: https://dx.doi.org/10.1007/978-3-658-20540-9
Date of Acceptance: 2018-01-10
Downloads: 50 (2025), 217 (2024), 189 (2023), 136 (2022), 217 (2021), 97 (2020), 115 (2019), 79 (2018)
License: https://creativecommons.org/licenses/by/4.0
Access URL: https://archiv.ub.uni-marburg.de/es/2018/0002
https://doi.org/10.17192/es2018.0002

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