The research and implement on an algorithm for time-series association rules mining

According to the time series,the research and analysis of time-series association rules mining has been discussed in this paper,and a new algorithm for time-series association rules data mining based on sliding window and time-series tree with special structure has been proposed.By using this algorithm,the mining to frequent time-series which exceeds a given support count threshold has been acted to provide the decision support and trend prediction for users.The experiment results prove the validity and practicability of this algorithm.