Visualizing the Relationship of Multi-dimensional Data in 2D Relationship Space

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Visualizing the Relationship of Multi-dimensional
Data in 2D Relationship Space
Lei Wang and Arie Kaufman Computer Science
Department, Stony Brook University

• Possible Applications
• Data Analysis Visualize the relationship between
  data and features.
• Data Classification Classify the data according
  to the relationship.
• Data Feature Detection Extract features with
  special relation properties.
• Data Visualization Visualize the data based on
  the relationship.
• Data Registration Register the data with similar
  relationship in two data sets.

We use 2D data for the convenience of display.
The algorithm and properties are same in
high-dimensional data space.