Ghassan Saleh Al-DharhaniZulaiha Ali OthmanAzuraliza Abu BakarSharifah Mastura Syed Abdullah2024-05-202024-05-202018Al-Dharhani, G. S., Othman, Z. A., Bakar, A. A., & Abdullah, S. M. S. (2018). Discovering meaningful patterns for tropical climate change in Malaysia. International Journal of Global Warming, 15(2), 157-174.https://repoemc.ukm.my/handle/123456789/1620This paper investigated patterns of climate change in Malaysia and proposed a fuzzy based symbolic data representation known as a shapelet patterns algorithm (SPA). The Shapelet Pattern visualise climate change patterns in the form of coloured shapes to indicate annual changes in temperature patterns. The experiment used climate change data collected from four stations in Malaysia, Petaling-jaya, Subang, KLIA-Sepang and University Malaya, to produce three types of results.entime seriessymbolic data representationclimate shapelet patternsfuzzy logicclimate changeMalaysia.Journal