Generative STResnet for Crime Prediction

Tran Phong, Hoong Chuin Lau

Keywords: STResnet, data mining, spatio-temporal

Abstract: In this work, we combine STResnet with VAE to generate crime distribution. The outputs can be used for downstream tasks such as patrol deployment planning.

TL;DR: We introduce a new method for crime prediction, combining VAE and STResnet, to generate potential scenarios for strategic planning, like patrol deployment.