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A frequent sequence is also called a sequential pattern.
It has to scan the database many times for counting the support of every prefixe of a frequent sequence.
To better illustrate the problem, consider a frequent sequence of tasks that is stored in the collection of paths: A→B→C→D.
The confidence of a rule: confsup(prepost)/sup(pre). Note that prepost is a frequent sequence; consequently pre is also a frequent sequential pattern (by the Apriori principle [2]).
For example, if we have a frequent sequence (langle )(A)(BC)(D)(rangle ) whose size is 3, then we can generate two rules (langle )(A)(rangle rightarrow langle )(BC)(D)(rangle ), (langle )(A)(BC)(rangle rightarrow langle )(D)(rangle ).
Therefore, for a frequent sequence (f) in FS,MSR_ImpFull does not have to split it; it browses the sequences following (f) to find which sequences contain (f) as a prefix.
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For instance, an intuitive frequent sequence of purchases related to the "The Lord of the Rings" film would be "The Fellowship of the Ring" followed by "The Two Towers" followed by "The Return of the King".
In this paper we present and study a variety of distributed-memory parallel algorithms for a tree-projection-based frequent sequence discovery algorithm that are able to minimize the various overheads associated with load imbalance, database overlap, and interprocessor communication.
We defined the typical repeat sequence as the most frequent sequence within a particular CRISPR locus.
In all these cases, the consensus sequence corresponds to the most frequent sequence within a particular CRISPR.
A consensus sequence (the most frequent sequence) for each conserved sequence in the alignments was generated for each of the 6 subgroups.
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