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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Detalhes bibliográficos
Autor principal: Thrun, Michael Christoph
Outros Autores: Ultsch, Alfred G. H. (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Formato: Dissertation
Idioma:inglês
Publicado em: Philipps-Universität Marburg 2018
Assuntos:
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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Detalhes do Exemplar
Área/Cota: urn:nbn:de:hebis:04-es2018-00028
Publikationsdatum: 2018-01-24
Fonte: https://dx.doi.org/10.1007/978-3-658-20540-9
Datum der Annahme: 2018-01-10
Downloads: 133 (2024), 189 (2023), 136 (2022), 217 (2021), 97 (2020), 115 (2019), 79 (2018)
Lizenz: https://creativecommons.org/licenses/by/4.0
Zugangs-URL: https://archiv.ub.uni-marburg.de/es/2018/0002
https://doi.org/10.17192/es2018.0002

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