Mining frequent items in a stream using flexible windows
Toon Calders, Nele Dexters, Bart Goethals · Intelligent Data Analysis · 2008
We study the problem of finding frequent items in a continuous stream of itemsets. A new frequency measure is introduced, based on a flexible window length. For a given item, its current frequency in the stream is defined as the maximal frequency ove