ALPINE: Anytime Mining with Definite Guarantees

Qiong Hu, Tomasz Imielinski

ALPINE is to our knowledge the first anytime algorithm to mine frequent itemsets and closed frequent itemsets. It guarantees that all itemsets with support exceeding the current ch…