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Formally, an up-to-date pattern is a pair with the itemset and its valid corresponding lifetime in which the user-defined minimum support threshold must be satisfied.
This paper thus proposes the up-to-date pattern tree (UDP tree) to keep the up-to-date 1-patterns in a tree structure for reducing database scan.
They also proposed an Apriori-like approach to find the up-to-date patterns.
The UDP-growth mining approach is also designed to find the up-to-date patterns from the UDP tree.
It is similar to the FP-tree structure but more complex due to the requirement of up-to-date patterns.
In the past, Hong et al. proposed the up-to-date patterns, which were frequent within their up-to-date lifetime.
She brought it up to date.
It also keeps everyone up to date.
Keep it up to date.
Keep things up to date.
Ensure your game is up to date.
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