Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters.

IEEE Transactions on Visualization and Computer Graphics(2019)

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摘要
Fuzzy clustering assigns a probability of membership for a datum to a cluster, which veritably reflects real-world clustering scenarios but significantly increases the complexity of understanding fuzzy clusters. Many studies have demonstrated that visualization techniques for multi-dimensional data are beneficial to understand fuzzy clusters. However, no empirical evidence exists on the effectiven...
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关键词
Data visualization,Task analysis,Principal component analysis,Visualization,Encoding,Clustering algorithms,Correlation
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