Finding Interesting Itemsets using a Probabilistic Model for Binary Databases

Tijl De Bie
Finding interesting itemsets using a probabilistic model for binary databases
University of Bristol Technical Report 123930, February 2009.

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An extension of this work with Akis Kontonasios, published in SDM'10, can be found here.

A technical report refining the MaxEnt modeling strategy only can be found here.

A considerably expanded version of this work has been accepted for publication in Data Mining and Knowledge Discovery.