第八届浙江大学可视化暑期学校 – 多维数据可视化补充资料

以下是今天课程分享中的相关详细资料:

  • 高维数据可视化方法总结 – 该表格主要列举了今天涉及的常用高维可视化方法,可以作为初学者的cheat sheet使用。
  • 下图的可视化范式摘自教材“Viusalization Analysis and Design”第四章。

what-why-how

  • 高维数据案例摘自下列论文:
    • Cao, N., Gotz, D., Sun, J., & Qu, H. (2011). DICON: Interactive Visual Analysis of Multidimensional Clusters. IEEE Transactions on Visualization and Computer Graphics, 17(12), 2581–2590.
    • Ko, S., Afzal, S., Walton, S., Yang, Y., Chae, J., Malik, A., … Ebert, D. (2015). Analyzing high-dimensional multivaríate network links with integrated anomaly detection, highlighting and exploration. 2014 IEEE Conference on Visual Analytics Science and Technology.
    • Claessen, J. H. T., & Van Wijk, J. J. (2011). Flexible linked axes for multivariate data visualization. IEEE Transactions on Visualization and Computer Graphics, 17(12), 2310–2316.