Discovery of time profiled temporal patterns

Finding temporal association patterns from temporal dataset is addressed in a wider perspective in the existing literature. Discovering time profiled temporal patterns is addressed in our previous research works which includes proposing new support estimation techniques, similarity measures for computing similarity between temporal patterns. Most measures proposed in our previous research are for Gaussian space. Our previous research proposed z-space dissimilarity measures SRIHASS and KRISHNA SUDARSANA. Following these two measures, there have been no z-space measures that are proposed in literature. This paper proposes a new similarity measure for determining similarity between temporal patterns in z-space.