Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets

@article{Wang2017GaussianCR,
  title={Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets},
  author={Zhe Wang and Nivan Ferreira and Youhao Wei and Aarthy Sankari Bhaskar and Carlos Eduardo Scheidegger},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2017},
  volume={23},
  pages={681-690}
}
Recently proposed techniques have finally made it possible for analysts to interactively explore very large datasets in real time. However powerful, the class of analyses these systems enable is somewhat limited: specifically, one can only quickly obtain plots such as histograms and heatmaps. In this paper, we contribute Gaussian Cubes, which significantly improves on state-of-the-art systems by providing interactive modeling capabilities, which include but are not limited to linear least… CONTINUE READING
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