/Clustered_CCRF_model

The implementation of proposed model in paper Yi, F., Yu, Z., et al. An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM) (pp. 1386-1391). IEEE.

Primary LanguagePython

This project consists of the implementation of model in paper: An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM) (pp. 1386-1391). IEEE.

Specifically, the code includes the tree-structured clustering algorithm and the Clustered-CCRF model for crime prediction.

Run the main_model.py can see the model performance, and there are several parameters can be tuned.