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Visual Exploration of High-Dimensional Data through Subspace Analysis and Dynamic Projections

Liu, Shusen; Wang, Bei; Thiagarajan, Jayaraman J.; Bremer, Peer-Timo; Pascucci, Valerio (The Eurographics Association and John Wiley & Sons Ltd., 2015)

We introduce a novel interactive framework for visualizing and exploring high-dimensional datasets based on subspace analysis and dynamic projections. We assume the high-dimensional dataset can be represented by a mixture ...