Feature Recognition of Urban Road Traffic Accidents Based on GA-XGBoost in the Context of Big Data

Feature Recognition of Urban Road Traffic Accidents Based on GA-XGBoost in the Context of Big Data

The identification of the characteristics of urban road traffic accidents is of great significance for reducing traffic accidents and the corresponding losses. In the context of big data, to accurately understand the characteristics of traffic accidents, the feature set of urban road traffic acciden...

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Bibliographic Details
Main Authors: Yi Qu, Zhengkui Lin, Honglei Li, Xiaonan Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Urban traffic
feature recognition
traffic accidents
XGBoost algorithm
genetic algorithm (GA)
Online Access:https://ieeexplore.ieee.org/document/8895795/

Internet

https://ieeexplore.ieee.org/document/8895795/

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