Multidimensional detective

被引:111
作者
Inselberg, A
机构
来源
IEEE SYMPOSIUM ON INFORMATION VISUALIZATION, PROCEEDINGS | 1997年
关键词
D O I
10.1109/INFVIS.1997.636793
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The display of multivariate datasets in parallel coordinates, transforms the search for relations among the variables into a 2-D pattern recognition problem. This is the basis for the application to Visual Data Mining. The Knowledge Discovery process together with some general guidelines are illustrated on a dataset from the production of a VLSI chip. The special strength of parallel coordinates is in modeling relations. As an example, a simplified Economic Model is constructed with data from various economic sectors of areal country. The visual model shows the interelationship and dependencies between the sectors, circumstances where there is competition for the same resource, and feasible economic policies. Interactively, the model can be used to do trade-off analyses, discover sensitivities, do approximate optimization, monitor (as in a Process) and Decision Support.
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页码:100 / 107
页数:8
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