Probabilistic Models for Query Approximation with Large Sparse Binary Datasets

Dmitry Y. Pavlov, Heikki Mannila, Padhraic Smyth

Large sparse sets of binary transaction data with millions of records and thousands of attributes occur in various domains: customers purchasing products, users visiting web pages,…