Generative STResnet for crime prediction

Generative STResnet for crime prediction

In this work, we combine STResnet (Zhang et al., 2017) with VAE Kingma & Welling (2013) to generate crime distribution. The outputs can be used for downstream tasks such as patrol deployment planning Chase et al. (2021).

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Bibliographic Details
Main Authors:	TRAN, Ba Phong, LAU, Hoong Chuin
Format:	text
Language:	English
Published:	Institutional Knowledge at Singapore Management University 2023
Subjects:	Artificial Intelligence and Robotics Criminology Numerical Analysis and Scientific Computing
Online Access:	https://ink.library.smu.edu.sg/sis_research/8487 https://ink.library.smu.edu.sg/context/sis_research/article/9490/viewcontent/91_generative_stresnet_for_crime_pvoa.pdf
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Institution:	Singapore Management University
Language:	English

Description
Summary:	In this work, we combine STResnet (Zhang et al., 2017) with VAE Kingma & Welling (2013) to generate crime distribution. The outputs can be used for downstream tasks such as patrol deployment planning Chase et al. (2021).