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 is published open access under a CC BY 4.0 license. 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 clust...

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Bibliographic Details
Main Author: Thrun, Michael Christoph. author (author)
Format: eBook
Language:Inglés
Published: Cham Springer Nature 2018
Wiesbaden : 2018.
Edition:1st ed. 2018.
Subjects:
Pattern recognition.
Data structures (Computer science).
Pattern Recognition.
Data Structures.
Cluster Analysis
Dimensionality Reduction
Swarm Intelligence
Visualization
Unsupervised Machine Learning
Data Science
Knowledge Discovery
3D Printing
Self-Organization
Emergence
Game Theory
Advanced Analytics
High-Dimensional Data
Multivariate Data
Analysis of Structured Data
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009432070406719
Table of Contents:
  • Approaches to Unsupervised Machine Learning
  • Methods of Visualization of High-Dimensional Data
  • Quality Assessments of Visualizations
  • Behavior-Based Systems in Data Science
  • Databionic Swarm (DBS).

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