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Nowadays, driving activity has become more important as this medium being practical, faster, and cheaper in connecting humans from one to another place. However, driving activity can cause disaster or death to a human in daily life as they get fatigued while driving. Driver fatigue is a top contributor to road crashes. The primary objective of this paper was to develop a decision support system (DSS) for detecting the driving fatigue. The decision support system aims to provide systematicdoi:10.6084/m9.figshare.12780782.v5 fatcat:bwndcuvymze6bard4rdlrjfpue