Method for relational ordering and displaying multidimensional data
First Claim
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1. A process for transforming object information into a relational data set which may be displayed, comprising the steps of:
- ordering a plurality of objects according to a defined set of attributes into a plurality of groups;
rotating each group with a plurality of neighbors, beginning with a smallest group and proceeding to a largest group, ordering the groups relatively for a smallest distance between neighbors;
scaling each group proportionally to a distance to each neighbor;
comparing the distance relatively between the two neighbors which are nearest and labeling the object with distance information;
calculating an average cosine of an angle between the two neighbors which are nearest;
comparing the average cosine relatively between the two neighbors which are nearest and labeling the object with the angular distance information; and
placing the objects rotated and scaled with labelling information on a display.
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Abstract
This method of relationally ordering object attributes provides for data display and analysis of information in a two dimensional or three dimensional format. The ordering and annotating of the data as it is processed allows for display of relative similarity and difference in a more than two or three parameters format as compared to that normally found in object cluster analysis. This allows for display analysis of objects using multiple parameters to obtain a measure of attribute relativity for diagnosis of object condition.
142 Citations
8 Claims
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1. A process for transforming object information into a relational data set which may be displayed, comprising the steps of:
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ordering a plurality of objects according to a defined set of attributes into a plurality of groups; rotating each group with a plurality of neighbors, beginning with a smallest group and proceeding to a largest group, ordering the groups relatively for a smallest distance between neighbors; scaling each group proportionally to a distance to each neighbor; comparing the distance relatively between the two neighbors which are nearest and labeling the object with distance information; calculating an average cosine of an angle between the two neighbors which are nearest; comparing the average cosine relatively between the two neighbors which are nearest and labeling the object with the angular distance information; and placing the objects rotated and scaled with labelling information on a display. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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Specification