Mittagsseminar (in cooperation with A. Steger, D. Steurer and B. Sudakov)

Date and Time: Tuesday, July 06, 2004, 12:15 pm

Duration: This information is not available in the database

Location: This information is not available in the database

Speaker: Julian Lorenz

Concise Representations for Frequent Itemsets

Many data mining problems require the discovery of frequent itemsets in a dataset of transactions. Since the number of frequent itemsets is usually huge, a lot of work has been focused on concise representations. In this talk, we will deal with concise representations based on closed itemsets and key itemsets, and how both can naturally be combined to a representation giving a flexible plateau-like decomposition of the space of frequent itemsets. We will also discuss how to efficiently mine the representations from a dataset of transactions.

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