1Dr. J. PRAVEEN KUMAR, 2BONKANPALLY SHIVA KUMAR, 3SHASHI PREETHAM VELDANDI, 4TIRUMALA SUHRUTH KUMAR (2026) “PATTERN DETECTION ANALYSIS & FORECASTING OF CRIME ACTIVITIES USING MACHINE LEARNING”, International Journal of Data Science and IoT Management System, 5(2(2), pp. 491–500. doi:10.64751/.