Title :
A Research on the Sequential Pattern Similarity of Time Series
Author :
Lin, Xun ; Zhou, Yong ; Xue, Yuan
Author_Institution :
Sch. of economic Inf. Eng., Southwestern Univ. of Finance&Econ., Chengdu, China
Abstract :
In general, the distance measuring method could only measure the pattern similarities of the time series with the same length. Through introducing the concept of dynamic time warping distance, this work proposed a way to define the dynamic time warping distance of the sequential patterns and finally carry out simulation experiments based on the defining the similarities of meta patterns.
Keywords :
pattern matching; time series; distance measuring method; dynamic time warping distance; meta patterns; sequential pattern similarity; time series; Application software; Association rules; Computer science; Decision making; Educational institutions; Information technology; Length measurement; TV; Time measurement; Time warp simulation; sequential pattern; similarity; time series;
Conference_Titel :
Information Technology and Applications, 2009. IFITA '09. International Forum on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3600-2
DOI :
10.1109/IFITA.2009.479