Efficient Discovery of Association Rules and Frequent Itemsets through Sampling with Tight Performance Guarantees

Matteo Riondato, Eli Upfal. Efficient Discovery of Association Rules and Frequent Itemsets through Sampling with Tight Performance Guarantees. In Peter A. Flach, Tijl De Bie, Nello Cristianini, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. Volume 7523 of Lecture Notes in Computer Science, pages 25-41, Springer, 2012. [doi]

Abstract

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