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Visualization Of Multidimensional Data With Collocated Paired Coordinates And General Line Coordinates, Boris Kovalerchuk
Visualization Of Multidimensional Data With Collocated Paired Coordinates And General Line Coordinates, Boris Kovalerchuk
All Faculty Scholarship for the College of the Sciences
Often multidimensional data are visualized by splitting n-D data to a set of low dimensional data. While it is useful it destroys integrity of n-D data, and leads to a shallow understanding complex n-D data. To mitigate this challenge a difficult perceptual task of assembling low-dimensional visualized pieces to the whole n-D vectors must be solved. Another way is a lossy dimension reduction by mapping n-D vectors to 2-D vectors (e.g., Principal Component Analysis). Such 2-D vectors carry only a part of information from n-D vectors, without a way to restore n-D vectors exactly from it. An alternative way for …