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Frequent item - PowerPoint PPT Presentation

CS 361A (Advanced Data Structures and Algorithms)

CS 361A (Advanced Data Structures and Algorithms). Lecture 20 (Dec 7, 2005) Data Mining: Association Rules Rajeev Motwani (partially based on notes by Jeff Ullman). Association Rules Overview. Market Baskets & Association Rules Frequent item-sets A-priori algorithm

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637 views • 47 slides

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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838 views • 43 slides

Frequent Item Based Clustering

Frequent Item Based Clustering. M.Sc Student: Homayoun Afshar Supervisor: Martin Ester. Contents. Introduction and motivation Frequent item sets Text data as transactional data Cluster set definition Our approach Test data set, results, challenges Related works Conclusion.

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335 views • 20 slides

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Frequent item - PowerPoint PPT Presentation

CS 361A (Advanced Data Structures and Algorithms)

Sequential Pattern Mining

Frequent Item Based Clustering