2 papers
cs.LG2024
Network-Based Transfer Learning Helps Improve Short-Term Crime Prediction Accuracy
Jiahui Wu, Vanessa Frias-Martinez
Deep learning architectures enhanced with human mobility data have been shown to improve the accuracy of short-term crime prediction models trained with historical crime data. Howe…
cs.CY2024
Improving the Fairness of Deep-Learning, Short-term Crime Prediction with Under-reporting-aware Models
Jiahui Wu, Vanessa Frias-Martinez
Deep learning crime predictive tools use past crime data and additional behavioral datasets to forecast future crimes. Nevertheless, these tools have been shown to suffer from unfa…