Risk Prediction of Theft Crimes in Urban Communities: An Integrated Model of LSTM and ST-GCN

Risk Prediction of Theft Crimes in Urban Communities: An Integrated Model of LSTM and ST-GCN

Urbanization has been speeding up social and economic transformations in urban communities, the smallest social units in a city. However, urbanization brings challenges to urban management and security. Therefore, a system of risk prediction of crimes may be essential to crime prevention and control...

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Bibliographic Details
Main Authors: Xinge Han, Xiaofeng Hu, Huanggang Wu, Bing Shen, Jiansong Wu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Crime prediction
crime rates
graph convolutional network
long short-term memory network
spatial-temporal
Online Access:https://ieeexplore.ieee.org/document/9276416/

Internet

https://ieeexplore.ieee.org/document/9276416/

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