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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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| 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 |