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Recent advances in traffic accident analysis and prediction: a comprehensive review of machine learning techniques
Traffic accidents pose a severe global public health issue, leading to 1.19 million fatalities
annually, with the greatest impact on individuals aged 5 to 29 years old. This paper …
annually, with the greatest impact on individuals aged 5 to 29 years old. This paper …
Enhancing Accident Prediction Through Integrated KNN and DBSCAN Algorithms for Superior Accuracy
BVS Kiran, MA Kowshik, AL Manohar… - … on Inventive Systems …, 2024 - ieeexplore.ieee.org
Accurate accident severity prediction is essential for a successful emergency response and
traffic management. This study addresses this problem by proposing a methodology that …
traffic management. This study addresses this problem by proposing a methodology that …
Utilizing Genetic-Neural System Fusion for Advanced Prediction and Classification of Damage Intensity in Road Traffic Accidents
P Rahi, SS Kang, AP Singh… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This study proposes an analysis and prediction framework for road traffic accidents (RTAs)
in the hilly terrain of Himachal Pradesh and several states in, India, integrating machine …
in the hilly terrain of Himachal Pradesh and several states in, India, integrating machine …