Discovering Spatial High Utility Itemsets in Spatiotemporal Databases

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, pp. 49-60, 2019.

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Keywords:
Data mining pattern mining and spatiotemporal databases utility itemset mining

Abstract:

In real-world databases, high utility itemset (HUI) is an important class of regularities. Most previous studies have focused on mining HUIs in transactional databases and did not consider the spatiotemporal characteristics of items. In this study, a more flexible model of spatial HUIs (SHUIs) that exist in spatiotemporal databases is pro...More

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