Mapping Between 2D Data Space and 2D Relationship Space. Lei Wang and Arie Kaufman Computer Science Department, Stony Brook University. Relationship Space. Possible Applications: Data Analysis : Visualize the relationship between data and features.
Mapping Between 2D Data Space and 2D RelationshipSpace
Lei Wang and Arie Kaufman
The properties of the relationship space depend on the different relations.
Visualizing the Relationship of Multi-dimensional Data in 2D Relationship Space
Number of data
Volume Data Analysis
Volume Data Visualization
The relationship space is calculated from the features of the 3D volume data, using feature distance as a relation.
The relationship space is invariant under noise, bias, and distortion. It shows the relationship of the data.
The relationship of the space is used for transfer function designation.
Strength of relation
The intensity shows the number of data under each relation strength.
The spatial relationship of the grids encodes the relationship of data points
Volume Data Classification
The classification is obtained by classifying the grids in the relationship space.