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Sequential Pattern Mining

Sequential Pattern Mining. Outline. What is sequence database and sequential pattern mining Methods for sequential pattern mining Constraint-based sequential pattern mining Periodicity analysis for sequence data. Sequence Databases. A sequence database consists of ordered elements or events

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Classification

Classification. Object. Timestamp. Events. A. 10. 2, 3, 5. A. 20. 6, 1. A. 23. 1. B. 11. 4, 5, 6. B. 17. 2. B. 21. 7, 8, 1, 2. B. 28. 1, 6. C. 14. 1, 8, 7. Sequence Data. Sequence Database:. Examples of Sequence Data. Element (Transaction). Event (Item). E1 E2.

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353 views • 35 slides

Sequential Pattern Mining

Sequential Pattern Mining. CS 685: Special Topics in Data Mining. Sequential Pattern Mining. Why sequential pattern mining? GSP algorithm PrefixSpan. Object. Timestamp. Events. A. 10. 2, 3, 5. A. 20. 6, 1. A. 23. 1. B. 11. 4, 5, 6. B. 17. 2. B. 21. 7, 8, 1, 2. B. 28.

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627 views • 23 slides

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Length 2 seq - PowerPoint PPT Presentation

Sequential Pattern Mining

Classification

Sequential Pattern Mining