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