Generative STResnet for crime prediction

• 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
• Institution: Singapore Management University

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).