Generative STResnet for crime prediction

Author

Ba Phong TRAN, Singapore Management UniversityFollow
Hoong Chuin LAU, Singapore Management UniversityFollow

Publication Type

Conference Proceeding Article

Version

publishedVersion

Publication Date

5-2023

Abstract

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).

Discipline

Artificial Intelligence and Robotics | Criminology | Numerical Analysis and Scientific Computing

Research Areas

Intelligent Systems and Optimization

Publication

International Conference on Learning Representations (ICLR) 2023: Kigali, Rwanda, May 1-5: Proceedings

First Page

1

Last Page

4

Publisher

ICLR

City or Country

Kigali, Rwanda

Citation

TRAN, Ba Phong and LAU, Hoong Chuin. Generative STResnet for crime prediction. (2023). International Conference on Learning Representations (ICLR) 2023: Kigali, Rwanda, May 1-5: Proceedings. 1-4.
Available at: https://ink.library.smu.edu.sg/sis_research/8487

Copyright Owner and License

Authors

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.