Sequential Pattern Mining Algorithm

A Sequential Pattern Mining Algorithm is a pattern mining algorithm that can be implemented by a Sequential Pattern Mining System to solve a Sequential Pattern Mining Task.

• See: Sequence Alignment Algorithm, Graph Pattern Mining Algorithm, Frequent Itemset Mining Algorithm.

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References

2001

• (Zaki, 2001) ⇒ Mohammed J. Zaki. (2001). “SPADE: An Efficient Algorithm for Mining Frequent Sequences.” In: Machine Learning Journal, 42(1-2). doi:10.1023/A:1007652502315
  • QUOTE: In this paper we present SPADE, a new algorithm for fast discovery of Sequential Patterns. The existing solutions to |this problem make repeated database scans, and use complex hash structures which have poor locality.

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