Counting the frequency of time-constrained serial episodes in a streaming sequence

Mining sequential patterns

R. K. Agrawal, Ramakrishnan Srikant · 2002 · 5.1K citations

Computing, Computer Science, Data Management +8

Discovery of Frequent Episodes in Event Sequences

Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo · Data Mining and Knowledge Discovery · 1997 · 1.4K citations

Computing, Computer Science, Data Mining +13

Approximate frequency counts over data streams

Gurmeet Singh Manku, Rajeev Motwani · Proceedings of the VLDB Endowment · 2012 · 1.2K citations

Computing, Computer Science, Information Systems +15

High-performance complex event processing over streams

Eugene Wu, Yanlei Diao, Shariq Rizvi · 2006 · 835 citations

Computing, Computer Science, High-performance Computing +13

A survey on algorithms for mining frequent itemsets over data streams

James Cheng, Yiping Ke, Wilfred Ng · Knowledge and Information Systems · 2007 · 157 citations

Computing, Computer Science, Data Analytics +11