A pattern based predictor for event streams

作者：

Highlights：

• We present a novel algorithm for finding patterns in data streams.

• We maximise memory usage in order to achieve higher accuracy.

• We generate reliable on-the-fly predictions for future events in the stream.

摘要

•We present a novel algorithm for finding patterns in data streams.•We maximise memory usage in order to achieve higher accuracy.•We generate reliable on-the-fly predictions for future events in the stream.

论文关键词：Pattern mining,Event stream,Prediction,Lossy counting

论文评审过程：Received 30 January 2015, Revised 11 August 2015, Accepted 12 August 2015, Available online 22 August 2015, Version of Record 5 September 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.08.021