Generative STResnet for crime prediction

• المؤلفون الرئيسيون: TRAN, Ba Phong, LAU, Hoong Chuin
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2023
• الموضوعات: Artificial Intelligence and Robotics; Criminology; Numerical Analysis and Scientific Computing
• الوصول للمادة أونلاين: 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
• المؤسسة: 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).