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

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spelling	sg-smu-ink.sis_research-94902024-01-04T09:02:13Z Generative STResnet for crime prediction TRAN, Ba Phong LAU, Hoong Chuin 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). 2023-05-01T07:00:00Z text application/pdf 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 http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Artificial Intelligence and Robotics Criminology Numerical Analysis and Scientific Computing
institution	Singapore Management University
building	SMU Libraries
continent	Asia
country	Singapore Singapore
content_provider	SMU Libraries
collection	InK@SMU
language	English
topic	Artificial Intelligence and Robotics Criminology Numerical Analysis and Scientific Computing
spellingShingle	Artificial Intelligence and Robotics Criminology Numerical Analysis and Scientific Computing TRAN, Ba Phong LAU, Hoong Chuin Generative STResnet for crime prediction
description	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).
format	text
author	TRAN, Ba Phong LAU, Hoong Chuin
author_facet	TRAN, Ba Phong LAU, Hoong Chuin
author_sort	TRAN, Ba Phong
title	Generative STResnet for crime prediction
title_short	Generative STResnet for crime prediction
title_full	Generative STResnet for crime prediction
title_fullStr	Generative STResnet for crime prediction
title_full_unstemmed	Generative STResnet for crime prediction
title_sort	generative stresnet for crime prediction
publisher	Institutional Knowledge at Singapore Management University
publishDate	2023
url	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
_version_	1787590778723237888

Generative STResnet for crime prediction

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