STS: A Novel Deep Learning Method for Zero-inflated Crime Prediction

Author:

Lu Yao1ORCID,Liao Yong1ORCID

Affiliation:

1. University of Science and Technology of China, China

Publisher

ACM

Reference25 articles.

1. A. Bogomolov , B. Lepri , J. Staiano , N. Oliver , F. Pianesi , and A. Pentland . 2014 . Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. arXiv e-prints. 2014. A. Bogomolov, B. Lepri, J. Staiano, N. Oliver, F. Pianesi, and A. Pentland. 2014. Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. arXiv e-prints. 2014.

2. Huanfa Chen , Tao Cheng , and Sarah Wise . 2017. Developing an online cooperative police patrol routing strategy. Computers Environment Urban Systems 62 . 2017 , 19–29. Huanfa Chen, Tao Cheng, and Sarah Wise. 2017. Developing an online cooperative police patrol routing strategy. Computers Environment Urban Systems 62. 2017, 19–29.

3. Designing efficient and balanced police patrol districts on an urban street network

4. Soon Ae Chun , Venkata Avinash Paturu , Shengcheng Yuan , Rohit Pathak , Vijayalakshmi Atluri , and Nabil R. Adam . 2019. Crime prediction model using deep neural networks . In Proceedings of the 20th Annual International Conference on Digital Government Research. 512–514 . Soon Ae Chun, Venkata Avinash Paturu, Shengcheng Yuan, Rohit Pathak, Vijayalakshmi Atluri, and Nabil R. Adam. 2019. Crime prediction model using deep neural networks. In Proceedings of the 20th Annual International Conference on Digital Government Research. 512–514.

5. Y Fei , Z. Yu , F. Zhuang , Z. Xiao , and X. Hui . 2018 . An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM). Y Fei, Z. Yu, F. Zhuang, Z. Xiao, and X. Hui. 2018. An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM).

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