Angle-uniform parallel coordinates

نویسندگان

چکیده

We present angle-uniform parallel coordinates, a data-independent technique that deforms the image plane of coordinates so angles linear relationships between two variables are linearly mapped along horizontal axis plot. Despite being common method for visualizing multidimensional data, ineffective revealing positive correlations since associated points such structures may be located at infinity in and asymmetric encoding negative lead to unreliable estimations. To address this issue, we introduce transformation bounds all horizontally using an mapping shrinks them vertically structure-preserving fashion; polygonal lines become smooth curves symmetric representation data is achieved. further propose combined subsampling density visualization approach reduce visual clutter caused by overdrawing. Our enables accurate pattern interpretation correlations, its nature makes it applicable datasets. The usefulness our demonstrated examples synthetic real-world

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ژورنال

عنوان ژورنال: Computational Visual Media

سال: 2023

ISSN: ['2096-0662', '2096-0433']

DOI: https://doi.org/10.1007/s41095-022-0291-7