%20techniques%20to%20traffic%20accident%20analysis%20and%20prediction.%20It%20examines%20191%20studies%20from%20the%20last%20five%20years%2C%20focusing%20on%20predicting%20accident%20risk%2C%20frequency%2C%20severity%2C%20duration%2C%20as%20well%20as%20general%20statistical%20analysis%20of%20accident%20data.%20To%20our%20knowledge%2C%20this%20study%20is%20the%20first%20to%20provide%20such%20a%20comprehensive%20review%2C%20covering%20the%20state-of-the-art%20across%20a%20wide%20range%20of%20domains%20related%20to%20accident%20analysis%20and%20prediction.%20The%20review%20highlights%20the%20effectiveness%20of%20integrating%20diverse%20data%20sources%20and%20advanced%20ML%20techniques%20to%20improve%20prediction%20accuracy%20and%20handle%20the%20complexities%20of%20traffic%20data.%20By%20mapping%20the%20current%20landscape%20and%20identifying%20gaps%20in%20the%20literature%2C%20this%20study%20aims%20to%20guide%20future%20research%20towards%20significantly%20reducing%20traffic-related%20deaths%20and%20injuries%20by%202030%2C%20aligning%20with%20the%20World%20Health%20Organization%20(WHO)%20targets.)
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