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The article is the product of the research "Due to the increase in popularity of Internet of Things (IoT), a huge amount of sensor data is being generated from various smart city applications", developed at Pondicherry University in the year 2019. Problem:To acquire and analyze the huge amount of sensor-generated data effectively is a significant problem when processing the data. Objective: To propose a novel framework for IoT sensor data analysis using machine learning based improved Gaussiandoi:10.16925/2357-6014.2020.01.02 fatcat:rtuprhpqrnhizbmmavld6kckli