Clustervision: Visual Supervision of Unsupervised Clustering.
IEEE Transactions on Visualization and Computer Graphics(2018)
摘要
Clustering, the process of grouping together similar items into distinct partitions, is a common type of unsupervised machine learning that can be useful for summarizing and aggregating complex multi-dimensional data. However, data can be clustered in many ways, and there exist a large body of algorithms designed to reveal different patterns. While having access to a wide variety of algorithms is ...
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关键词
Clustering algorithms,Measurement,Visual analytics,Partitioning algorithms,Data visualization,Indexes
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