Straightforward Working Principles Behind Modern Data Visualization Approaches

Straightforward Working Principles Behind Modern Data Visualization Approaches

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From state-of-the-art visualization algorithms, we distill six working principles which are, by hypothesis, sufficient to produce visual projections qualitatively similar to those obtained with these state-of-the-art chocolate chip cookie purse algorithms.These working principles are presented through the geometrical reasoning of the classical Multidimensional Scaling algorithm, and their effectiveness is illustrated through a novel straightforward algorithm for data visualization.We show, using several datasets originated from various applications, that our algorithm can produce visual projections qualitatively similar catherine lansfield ombre rainbow clouds eyelet curtains to those obtained with these state-of-the-art algorithms.Besides, under the same motivation (of simplification), the problem of visualizing large datasets is tackled through a companion algorithm which is able to embed new input patterns.