Longest Common Subsequence Based Algorithm for Measuring Similarity Between Time Series: A New Approach

In this paper, a robust algorithm is presented for finding similarity between two time series. The longest common subsequence (LCSS) is calculated by avoiding unnecessary comparisons. A time control parameter is introduced to prevent it from matching the 1 element of a time series with the last element of st