Patterns Mining from Data Streams

A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams

FREE DOWNLOAD [PDF] F Fumarola, A Ciampi, A Appice… – Discovery Science, 2009
A multi-relational data mining algorithm is proposed to efficiently discover approximate relational
frequent patterns over a sliding time window of a complex data stream. The effectiveness of the
method is proved on application to the Internet packet stream. 1 Introduction